{ "selected_mixed": { "id": "joint1000", "viewer_id": "joint1000_raw", "metrics": { "raw": { "hand_region_boundary_mae_px": 5.541163376399449, "hand_region_boundary_p95_px": 21.46086515699114, "detected_spine_mae_px": 13.779289350159734, "corner_mae_px": 12.03532259898633, "head_spine_mae_px": 5.743987709056147, "score": 0.968359375, "head_outer_mae_px": 11.64422283161586, "worst_six_local_p95_px": 33.809818267822266, "head_worst_point_px": 28.24641971373694, "detected_six_mae_px": 12.583520379223966, "curve_roughness_px": 0.48398710774319287, "anchor_local_boundary_mae_px": 4.165901305278142, "dice": 0.9882961210777831, "boundary_mae_px": 6.211049938201905, "side_p95_px": 16.57140168520497, "side_rms_px": 7.65667441852671, "iou": 0.9769248420611959, "anchor_edge_mae_px": 4.4903374910437, "boundary_f1_5px": 0.7274130493233485, "head_six_mae_px": 9.677477790762621, "boundary_hd95_px": 31.491341495513915, "worst_six_local_mae_px": 13.843887424468994, "samples": [ { "sample_id": "round2_sample_007", "iou": 0.9842618272617827, "dice": 0.9920684999721355, "side_rms_px": 3.3715507150554256, "side_p95_px": 6.798880724978507, "curve_roughness_px": 0.2661436665514407, "corner_mae_px": 4.383880670975518, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.7353143034653089, "boundary_mae_px": 4.0240302085876465, "boundary_hd95_px": 15.0, "anchor_edge_mae_px": 3.411599783418419, "anchor_local_boundary_mae_px": 2.348476012547811, "worst_six_local_mae_px": 4.999260902404785, "worst_six_local_p95_px": 12.666655540466309, "detected_landmarks": { "top_left": [ 289.0, 147.0 ], "top_right": [ 1477.0, 217.0 ], "bottom_left": [ 266.0, 1094.0 ], "bottom_right": [ 1540.0, 1027.0 ], "top": [ 925.0, 213.0 ], "bottom": [ 939.0, 1048.0 ] }, "detected_six_mae_px": 4.730617030707278, "detected_spine_mae_px": 5.6457265578186036, "head_landmarks": { "top": [ 923.6905517578125, 219.96551513671875 ], "bottom": [ 938.9937133789062, 1047.8294677734375 ], "top_left": [ 293.1328125, 143.88404846191406 ], "top_right": [ 1473.7137451171875, 215.82032775878906 ], "bottom_left": [ 269.1435546875, 1093.3114013671875 ], "bottom_right": [ 1544.7757568359375, 1028.7247314453125 ] }, "head_six_mae_px": 3.490521720899702, "head_spine_mae_px": 2.1086306305836393, "head_outer_mae_px": 4.181467266057733, "head_worst_point_px": 5.91486913755947, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_012", "iou": 0.9849446162186499, "dice": 0.9924152121634352, "side_rms_px": 12.717832833616399, "side_p95_px": 24.470043441618937, "curve_roughness_px": 0.39201043791299767, "corner_mae_px": 8.899576084095372, "score": 0.96484375, "failed": false, "boundary_f1_5px": 0.7328676676948893, "boundary_mae_px": 4.500150680541992, "boundary_hd95_px": 18.0, "anchor_edge_mae_px": 1.8930809120620424, "anchor_local_boundary_mae_px": 2.7512684762477875, "worst_six_local_mae_px": 8.756190299987793, "worst_six_local_p95_px": 20.0, "detected_landmarks": { "top_left": [ 255.0, 190.0 ], "top_right": [ 1706.0, 96.0 ], "bottom_left": [ 232.0, 1101.0 ], "bottom_right": [ 1733.0, 1165.0 ], "top": [ 892.0, 148.0 ], "bottom": [ 877.0, 1126.0 ] }, "detected_six_mae_px": 7.511082801263762, "detected_spine_mae_px": 4.925920541681849, "head_landmarks": { "top": [ 889.22216796875, 138.43763732910156 ], "bottom": [ 880.5044555664062, 1128.937744140625 ], "top_left": [ 262.42437744140625, 187.60353088378906 ], "top_right": [ 1705.55859375, 96.36759185791016 ], "bottom_left": [ 231.07308959960938, 1103.7911376953125 ], "bottom_right": [ 1727.0804443359375, 1169.976806640625 ] }, "head_six_mae_px": 5.267492520133963, "head_spine_mae_px": 2.6231176026371985, "head_outer_mae_px": 6.589679978882346, "head_worst_point_px": 14.581013707239155, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_013", "iou": 0.9821398003963026, "dice": 0.9909894349530106, "side_rms_px": 9.292530397751783, "side_p95_px": 19.146942927819406, "curve_roughness_px": 0.35877215717538513, "corner_mae_px": 18.78588920059758, "score": 0.94921875, "failed": false, "boundary_f1_5px": 0.8710615339772615, "boundary_mae_px": 5.8705735206604, "boundary_hd95_px": 57.0, "anchor_edge_mae_px": 2.0017449371252756, "anchor_local_boundary_mae_px": 3.8263777693112693, "worst_six_local_mae_px": 17.070941925048828, "worst_six_local_p95_px": 59.380950927734375, "detected_landmarks": { "top_left": [ 146.0, 269.0 ], "top_right": [ 1650.0, 197.0 ], "bottom_left": [ 197.0, 1179.0 ], "bottom_right": [ 1639.0, 1239.0 ], "top": [ 827.0, 232.0 ], "bottom": [ 834.0, 1212.0 ] }, "detected_six_mae_px": 14.68601402307756, "detected_spine_mae_px": 6.405124837953327, "head_landmarks": { "top": [ 823.8095703125, 219.9099884033203 ], "bottom": [ 834.8550415039062, 1213.70751953125 ], "top_left": [ 191.11874389648438, 235.4005584716797 ], "top_right": [ 1649.1815185546875, 198.7138214111328 ], "bottom_left": [ 194.60610961914062, 1181.0006103515625 ], "bottom_right": [ 1643.3450927734375, 1239.1075439453125 ] }, "head_six_mae_px": 5.551249544330239, "head_spine_mae_px": 6.557863831536103, "head_outer_mae_px": 5.047942400727306, "head_worst_point_px": 9.980019349473153, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_015", "iou": 0.980520258526131, "dice": 0.9901643311195587, "side_rms_px": 3.5294799571984603, "side_p95_px": 6.084425416808083, "curve_roughness_px": 0.529050537589335, "corner_mae_px": 15.050309113381418, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.7554065756821838, "boundary_mae_px": 5.163257598876953, "boundary_hd95_px": 22.022714614868164, "anchor_edge_mae_px": 11.805526827565679, "anchor_local_boundary_mae_px": 6.049620151519775, "worst_six_local_mae_px": 25.760021209716797, "worst_six_local_p95_px": 42.2713623046875, "detected_landmarks": { "top_left": [ 322.0, 269.0 ], "top_right": [ 1508.0, 269.0 ], "bottom_left": [ 153.0, 1053.0 ], "bottom_right": [ 1657.0, 1184.0 ], "top": [ 884.0, 342.0 ], "bottom": [ 828.0, 1159.0 ] }, "detected_six_mae_px": 14.323190886436526, "detected_spine_mae_px": 13.090591240194541, "head_landmarks": { "top": [ 873.8622436523438, 347.0234375 ], "bottom": [ 830.1815185546875, 1162.1160888671875 ], "top_left": [ 327.0656433105469, 261.22747802734375 ], "top_right": [ 1505.4105224609375, 272.14404296875 ], "bottom_left": [ 142.74560546875, 1065.302490234375 ], "bottom_right": [ 1651.3363037109375, 1181.03271484375 ] }, "head_six_mae_px": 10.185806027848999, "head_spine_mae_px": 6.245955785107203, "head_outer_mae_px": 12.1557311492199, "head_worst_point_px": 32.25283063712272, "hand_region_boundary_mae_px": 3.041853427886963, "hand_region_boundary_p95_px": 7.0 }, { "sample_id": "round2_sample_028", "iou": 0.9706748225726147, "dice": 0.9851192205373067, "side_rms_px": 4.693643680628929, "side_p95_px": 8.461947911027462, "curve_roughness_px": 0.45105080747412274, "corner_mae_px": 16.37673562965001, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.6821110328534814, "boundary_mae_px": 8.020760536193848, "boundary_hd95_px": 36.34556198120117, "anchor_edge_mae_px": 5.259456741796219, "anchor_local_boundary_mae_px": 4.710606763760249, "worst_six_local_mae_px": 15.135669708251953, "worst_six_local_p95_px": 47.346561431884766, "detected_landmarks": { "top_left": [ 272.0, 157.0 ], "top_right": [ 1356.0, 209.0 ], "bottom_left": [ 212.0, 1082.0 ], "bottom_right": [ 1490.0, 1071.0 ], "top": [ 834.0, 163.0 ], "bottom": [ 850.0, 1106.0 ] }, "detected_six_mae_px": 13.854857695839305, "detected_spine_mae_px": 9.213307591321064, "head_landmarks": { "top": [ 835.0988159179688, 165.86988830566406 ], "bottom": [ 860.2850341796875, 1104.6285400390625 ], "top_left": [ 264.2398986816406, 160.1417694091797 ], "top_right": [ 1351.3836669921875, 201.21444702148438 ], "bottom_left": [ 208.67967224121094, 1090.371826171875 ], "bottom_right": [ 1490.1866455078125, 1073.97412109375 ] }, "head_six_mae_px": 10.873849393648298, "head_spine_mae_px": 3.6631914094978866, "head_outer_mae_px": 14.479178385723502, "head_worst_point_px": 38.445646474287244, "hand_region_boundary_mae_px": 4.12618350982666, "hand_region_boundary_p95_px": 16.006244659423828 }, { "sample_id": "round2_sample_032", "iou": 0.9794218897244071, "dice": 0.9896039796354592, "side_rms_px": 10.810697675986228, "side_p95_px": 25.814427962111296, "curve_roughness_px": 0.524611251400218, "corner_mae_px": 10.345727408558886, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.7135164198011008, "boundary_mae_px": 4.804533004760742, "boundary_hd95_px": 19.416486740112305, "anchor_edge_mae_px": 7.118157600798309, "anchor_local_boundary_mae_px": 4.245532115300496, "worst_six_local_mae_px": 13.071714401245117, "worst_six_local_p95_px": 24.967939376831055, "detected_landmarks": { "top_left": [ 169.0, 327.0 ], "top_right": [ 1533.0, 297.0 ], "bottom_left": [ 357.0, 1225.0 ], "bottom_right": [ 1448.0, 1093.0 ], "top": [ 756.0, 275.0 ], "bottom": [ 895.0, 1004.0 ] }, "detected_six_mae_px": 24.973150938401925, "detected_spine_mae_px": 53.85486300411776, "head_landmarks": { "top": [ 875.2573852539062, 268.17242431640625 ], "bottom": [ 892.3026123046875, 1009.7216186523438 ], "top_left": [ 178.6141357421875, 314.2217102050781 ], "top_right": [ 1532.8797607421875, 259.8894348144531 ], "bottom_left": [ 366.601806640625, 1220.33056640625 ], "bottom_right": [ 1453.9315185546875, 1091.9547119140625 ] }, "head_six_mae_px": 13.065641272015162, "head_spine_mae_px": 12.04451035857038, "head_outer_mae_px": 13.57620672873755, "head_worst_point_px": 21.423588952010043, "hand_region_boundary_mae_px": 9.480169296264648, "hand_region_boundary_p95_px": 26.925825119018555 }, { "sample_id": "round2_sample_033", "iou": 0.9587967275197143, "dice": 0.9789650085170101, "side_rms_px": 9.913141501436542, "side_p95_px": 28.766143500018714, "curve_roughness_px": 0.9575694534349244, "corner_mae_px": 22.710751441832272, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.5127810372878036, "boundary_mae_px": 11.256264686584473, "boundary_hd95_px": 55.317264556884766, "anchor_edge_mae_px": 7.940497051476542, "anchor_local_boundary_mae_px": 7.905765096346538, "worst_six_local_mae_px": 29.016376495361328, "worst_six_local_p95_px": 56.0057258605957, "detected_landmarks": { "top_left": [ 177.0, 252.0 ], "top_right": [ 1564.0, 285.0 ], "bottom_left": [ 347.0, 1262.0 ], "bottom_right": [ 1350.0, 1111.0 ], "top": [ 969.0, 218.0 ], "bottom": [ 895.0, 1018.0 ] }, "detected_six_mae_px": 19.77751661373032, "detected_spine_mae_px": 13.703940176339872, "head_landmarks": { "top": [ 966.7454223632812, 218.2536163330078 ], "bottom": [ 898.0885009765625, 1009.1242065429688 ], "top_left": [ 174.86209106445312, 244.21017456054688 ], "top_right": [ 1589.8826904296875, 269.3678283691406 ], "bottom_left": [ 340.2550048828125, 1259.1666259765625 ], "bottom_right": [ 1349.7164306640625, 1110.7528076171875 ] }, "head_six_mae_px": 24.261069613938304, "head_spine_mae_px": 10.60405753586036, "head_outer_mae_px": 31.089575652977274, "head_worst_point_px": 85.99140822910682, "hand_region_boundary_mae_px": 6.251893520355225, "hand_region_boundary_p95_px": 32.98484420776367 }, { "sample_id": "round2_sample_036", "iou": 0.9879445227607634, "dice": 0.9939357074097347, "side_rms_px": 9.278454572649744, "side_p95_px": 23.260817093232106, "curve_roughness_px": 0.25102255171913374, "corner_mae_px": 2.8284388019908397, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.760096869732957, "boundary_mae_px": 3.2598767280578613, "boundary_hd95_px": 15.811387062072754, "anchor_edge_mae_px": 1.511046730717333, "anchor_local_boundary_mae_px": 1.8935074210166931, "worst_six_local_mae_px": 4.045112609863281, "worst_six_local_p95_px": 14.256331443786621, "detected_landmarks": { "top_left": [ 362.0, 98.0 ], "top_right": [ 1589.0, 130.0 ], "bottom_left": [ 292.0, 1114.0 ], "bottom_right": [ 1557.0, 1159.0 ], "top": [ 971.0, 159.0 ], "bottom": [ 929.0, 1089.0 ] }, "detected_six_mae_px": 2.4736032088272966, "detected_spine_mae_px": 1.5, "head_landmarks": { "top": [ 968.4114379882812, 158.82070922851562 ], "bottom": [ 930.690185546875, 1086.235595703125 ], "top_left": [ 360.4979248046875, 99.2500991821289 ], "top_right": [ 1585.3670654296875, 133.2095489501953 ], "bottom_left": [ 299.1523742675781, 1118.0435791015625 ], "bottom_right": [ 1553.4998779296875, 1159.05322265625 ] }, "head_six_mae_px": 4.8245861531507686, "head_spine_mae_px": 3.534308252654762, "head_outer_mae_px": 5.469725103398772, "head_worst_point_px": 8.75180825985303, "hand_region_boundary_mae_px": 6.023165702819824, "hand_region_boundary_p95_px": 23.0 }, { "sample_id": "round2_sample_048", "iou": 0.9548980687365017, "dice": 0.9769287555270599, "side_rms_px": 9.394390123434578, "side_p95_px": 14.8603831472197, "curve_roughness_px": 0.6706149607294293, "corner_mae_px": 8.744057335445957, "score": 0.95703125, "failed": false, "boundary_f1_5px": 0.6610422311954303, "boundary_mae_px": 11.67177963256836, "boundary_hd95_px": 60.0, "anchor_edge_mae_px": 1.1380711874576983, "anchor_local_boundary_mae_px": 3.981938819090525, "worst_six_local_mae_px": 8.51927661895752, "worst_six_local_p95_px": 28.930870056152344, "detected_landmarks": { "top_left": [ 416.0, 214.0 ], "top_right": [ 1603.0, 180.0 ], "bottom_left": [ 465.0, 1197.0 ], "bottom_right": [ 1548.0, 1253.0 ], "top": [ 967.0, 130.0 ], "bottom": [ 1011.0, 1063.0 ] }, "detected_six_mae_px": 8.066861734404482, "detected_spine_mae_px": 7.211102550927979, "head_landmarks": { "top": [ 959.6734619140625, 131.0270538330078 ], "bottom": [ 1014.080322265625, 1060.3070068359375 ], "top_left": [ 418.8304443359375, 213.3173828125 ], "top_right": [ 1598.7000732421875, 177.92152404785156 ], "bottom_left": [ 470.2345886230469, 1197.024658203125 ], "bottom_right": [ 1566.2733154296875, 1251.9095458984375 ] }, "head_six_mae_px": 10.234207398172757, "head_spine_mae_px": 7.452178869594162, "head_outer_mae_px": 11.625221662462053, "head_worst_point_px": 31.343105403189867, "hand_region_boundary_mae_px": 3.7883143424987793, "hand_region_boundary_p95_px": 14.142136573791504 }, { "sample_id": "round2_sample_050", "iou": 0.9856458868950917, "dice": 0.9927710609431204, "side_rms_px": 3.565022727509, "side_p95_px": 8.050004727215514, "curve_roughness_px": 0.43902525344494253, "corner_mae_px": 12.227860303335461, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.8499328215430692, "boundary_mae_px": 3.5392727851867676, "boundary_hd95_px": 16.0, "anchor_edge_mae_px": 2.8241931380194853, "anchor_local_boundary_mae_px": 3.9459204276402793, "worst_six_local_mae_px": 12.064310073852539, "worst_six_local_p95_px": 32.271785736083984, "detected_landmarks": { "top_left": [ 400.0, 71.0 ], "top_right": [ 1519.0, 192.0 ], "bottom_left": [ 290.0, 1037.0 ], "bottom_right": [ 1503.0, 1225.0 ], "top": [ 932.0, 241.0 ], "bottom": [ 848.0, 1126.0 ] }, "detected_six_mae_px": 15.438308859551212, "detected_spine_mae_px": 22.242317001242345, "head_landmarks": { "top": [ 929.4723510742188, 244.66078186035156 ], "bottom": [ 889.1787719726562, 1129.750732421875 ], "top_left": [ 405.4870300292969, 72.6341552734375 ], "top_right": [ 1514.7041015625, 194.06065368652344 ], "bottom_left": [ 288.50042724609375, 1043.6571044921875 ], "bottom_right": [ 1498.6435546875, 1227.28173828125 ] }, "head_six_mae_px": 9.020354263488036, "head_spine_mae_px": 2.6060628145197757, "head_outer_mae_px": 12.227499987972164, "head_worst_point_px": 33.779906987527895, "hand_region_boundary_mae_px": 6.076563835144043, "hand_region_boundary_p95_px": 30.16700553894043 } ], "total": 10, "failures": 0 }, "projected": { "hand_region_boundary_mae_px": 4.9425740242004395, "hand_region_boundary_p95_px": 14.25582606451852, "detected_spine_mae_px": 22.15868293345598, "corner_mae_px": 18.177374639635268, "head_spine_mae_px": 5.743987709056147, "score": 0.968359375, "head_outer_mae_px": 11.64422283161586, "worst_six_local_p95_px": 35.06633262634277, "head_worst_point_px": 28.24641971373694, "detected_six_mae_px": 19.418531961998106, "curve_roughness_px": 0.29180504375714245, "anchor_local_boundary_mae_px": 5.557211317618688, "dice": 0.9886780870258572, "boundary_mae_px": 5.8475476741790775, "side_p95_px": 0.4707448227837608, "side_rms_px": 0.2863383557887618, "iou": 0.9776810175299223, "anchor_edge_mae_px": 7.333728936390709, "boundary_f1_5px": 0.7582411210405156, "head_six_mae_px": 9.677477790762621, "boundary_hd95_px": 25.89945993423462, "worst_six_local_mae_px": 15.154734230041504, "samples": [ { "sample_id": "round2_sample_007", "iou": 0.9849379045484316, "dice": 0.9924118052171537, "side_rms_px": 0.28762866182810426, "side_p95_px": 0.4739901467101798, "curve_roughness_px": 0.21293439791930724, "corner_mae_px": 9.221851577118926, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.796575806382193, "boundary_mae_px": 3.8145809173583984, "boundary_hd95_px": 13.0, "anchor_edge_mae_px": 4.098486507345026, "anchor_local_boundary_mae_px": 3.0353113611539206, "worst_six_local_mae_px": 7.611194610595703, "worst_six_local_p95_px": 15.132745742797852, "detected_landmarks": { "top_left": [ 285.0, 147.0 ], "top_right": [ 1490.0, 221.0 ], "bottom_left": [ 260.0, 1094.0 ], "bottom_right": [ 1537.0, 1027.0 ], "top": [ 925.0, 213.0 ], "bottom": [ 936.0, 1051.0 ] }, "detected_six_mae_px": 8.418195114587732, "detected_spine_mae_px": 6.589245381877539, "head_landmarks": { "top": [ 923.6905517578125, 219.96551513671875 ], "bottom": [ 938.9937133789062, 1047.8294677734375 ], "top_left": [ 293.1328125, 143.88404846191406 ], "top_right": [ 1473.7137451171875, 215.82032775878906 ], "bottom_left": [ 269.1435546875, 1093.3114013671875 ], "bottom_right": [ 1544.7757568359375, 1028.7247314453125 ] }, "head_six_mae_px": 3.490521720899702, "head_spine_mae_px": 2.1086306305836393, "head_outer_mae_px": 4.181467266057733, "head_worst_point_px": 5.91486913755947, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_012", "iou": 0.9930695621843769, "dice": 0.9965227315959673, "side_rms_px": 0.28602371749980227, "side_p95_px": 0.4742252735857103, "curve_roughness_px": 0.2746233259806683, "corner_mae_px": 8.835717809966777, "score": 0.96484375, "failed": false, "boundary_f1_5px": 0.95458380273658, "boundary_mae_px": 2.0738306045532227, "boundary_hd95_px": 5.0, "anchor_edge_mae_px": 6.795054935711501, "anchor_local_boundary_mae_px": 3.092207650343577, "worst_six_local_mae_px": 11.541990280151367, "worst_six_local_p95_px": 24.0, "detected_landmarks": { "top_left": [ 278.0, 186.0 ], "top_right": [ 1713.0, 96.0 ], "bottom_left": [ 256.0, 1105.0 ], "bottom_right": [ 1729.0, 1166.0 ], "top": [ 901.0, 137.0 ], "bottom": [ 891.0, 1130.0 ] }, "detected_six_mae_px": 10.23851226867471, "detected_spine_mae_px": 12.90102853931971, "head_landmarks": { "top": [ 889.22216796875, 138.43763732910156 ], "bottom": [ 880.5044555664062, 1128.937744140625 ], "top_left": [ 262.42437744140625, 187.60353088378906 ], "top_right": [ 1705.55859375, 96.36759185791016 ], "bottom_left": [ 231.07308959960938, 1103.7911376953125 ], "bottom_right": [ 1727.0804443359375, 1169.976806640625 ] }, "head_six_mae_px": 5.267492520133963, "head_spine_mae_px": 2.6231176026371985, "head_outer_mae_px": 6.589679978882346, "head_worst_point_px": 14.581013707239155, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_013", "iou": 0.9793536379960925, "dice": 0.9895691393353995, "side_rms_px": 0.28958139775305425, "side_p95_px": 0.47395221518789993, "curve_roughness_px": 0.2593019699885888, "corner_mae_px": 30.827918672662186, "score": 0.94921875, "failed": false, "boundary_f1_5px": 0.7818098216409, "boundary_mae_px": 6.31114387512207, "boundary_hd95_px": 36.77094650268555, "anchor_edge_mae_px": 10.63814122182325, "anchor_local_boundary_mae_px": 7.2576717933019, "worst_six_local_mae_px": 16.484153747558594, "worst_six_local_p95_px": 55.0, "detected_landmarks": { "top_left": [ 146.0, 269.0 ], "top_right": [ 1657.0, 197.0 ], "bottom_left": [ 231.0, 1189.0 ], "bottom_right": [ 1648.0, 1238.0 ], "top": [ 835.0, 217.0 ], "bottom": [ 846.0, 1217.0 ] }, "detected_six_mae_px": 26.017836819948666, "detected_spine_mae_px": 16.84996606042011, "head_landmarks": { "top": [ 823.8095703125, 219.9099884033203 ], "bottom": [ 834.8550415039062, 1213.70751953125 ], "top_left": [ 191.11874389648438, 235.4005584716797 ], "top_right": [ 1649.1815185546875, 198.7138214111328 ], "bottom_left": [ 194.60610961914062, 1181.0006103515625 ], "bottom_right": [ 1643.3450927734375, 1239.1075439453125 ] }, "head_six_mae_px": 5.551249544330239, "head_spine_mae_px": 6.557863831536103, "head_outer_mae_px": 5.047942400727306, "head_worst_point_px": 9.980019349473153, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_015", "iou": 0.9788069649802493, "dice": 0.989289993721059, "side_rms_px": 0.28258962065445437, "side_p95_px": 0.4649180671238922, "curve_roughness_px": 0.297244618200977, "corner_mae_px": 20.674463752824018, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.7316801480804304, "boundary_mae_px": 5.677234649658203, "boundary_hd95_px": 23.0867919921875, "anchor_edge_mae_px": 15.396087490787977, "anchor_local_boundary_mae_px": 8.51860640446345, "worst_six_local_mae_px": 24.84271812438965, "worst_six_local_p95_px": 36.96063995361328, "detected_landmarks": { "top_left": [ 357.0, 261.0 ], "top_right": [ 1516.0, 268.0 ], "bottom_left": [ 145.0, 1051.0 ], "bottom_right": [ 1661.0, 1184.0 ], "top": [ 884.0, 342.0 ], "bottom": [ 677.0, 1128.0 ] }, "detected_six_mae_px": 43.42791645197767, "detected_spine_mae_px": 89.34574905784832, "head_landmarks": { "top": [ 873.8622436523438, 347.0234375 ], "bottom": [ 830.1815185546875, 1162.1160888671875 ], "top_left": [ 327.0656433105469, 261.22747802734375 ], "top_right": [ 1505.4105224609375, 272.14404296875 ], "bottom_left": [ 142.74560546875, 1065.302490234375 ], "bottom_right": [ 1651.3363037109375, 1181.03271484375 ] }, "head_six_mae_px": 10.185806027848999, "head_spine_mae_px": 6.245955785107203, "head_outer_mae_px": 12.1557311492199, "head_worst_point_px": 32.25283063712272, "hand_region_boundary_mae_px": 2.8772897720336914, "hand_region_boundary_p95_px": 6.669839382171631 }, { "sample_id": "round2_sample_028", "iou": 0.9692516556233978, "dice": 0.984385771981556, "side_rms_px": 0.2862898728974406, "side_p95_px": 0.4708850832838901, "curve_roughness_px": 0.2828090947166049, "corner_mae_px": 22.659747519498854, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.6157622141186286, "boundary_mae_px": 8.312236785888672, "boundary_hd95_px": 36.629825592041016, "anchor_edge_mae_px": 8.812084570700867, "anchor_local_boundary_mae_px": 5.6455344160397845, "worst_six_local_mae_px": 15.104452133178711, "worst_six_local_p95_px": 43.327781677246094, "detected_landmarks": { "top_left": [ 270.0, 157.0 ], "top_right": [ 1373.0, 218.0 ], "bottom_left": [ 223.0, 1086.0 ], "bottom_right": [ 1497.0, 1068.0 ], "top": [ 826.0, 153.0 ], "bottom": [ 859.0, 1106.0 ] }, "detected_six_mae_px": 19.094850190551256, "detected_spine_mae_px": 12.377830105420529, "head_landmarks": { "top": [ 835.0988159179688, 165.86988830566406 ], "bottom": [ 860.2850341796875, 1104.6285400390625 ], "top_left": [ 264.2398986816406, 160.1417694091797 ], "top_right": [ 1351.3836669921875, 201.21444702148438 ], "bottom_left": [ 208.67967224121094, 1090.371826171875 ], "bottom_right": [ 1490.1866455078125, 1073.97412109375 ] }, "head_six_mae_px": 10.873849393648298, "head_spine_mae_px": 3.6631914094978866, "head_outer_mae_px": 14.479178385723502, "head_worst_point_px": 38.445646474287244, "hand_region_boundary_mae_px": 3.8802027702331543, "hand_region_boundary_p95_px": 11.0 }, { "sample_id": "round2_sample_032", "iou": 0.9843494573745148, "dice": 0.9921130108573757, "side_rms_px": 0.2836385592947841, "side_p95_px": 0.46797245856603537, "curve_roughness_px": 0.27499661688171717, "corner_mae_px": 13.984931876279514, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.7830676452386862, "boundary_mae_px": 3.6778488159179688, "boundary_hd95_px": 12.16552448272705, "anchor_edge_mae_px": 8.429687376420922, "anchor_local_boundary_mae_px": 4.667888482411702, "worst_six_local_mae_px": 10.928808212280273, "worst_six_local_p95_px": 24.788724899291992, "detected_landmarks": { "top_left": [ 165.0, 327.0 ], "top_right": [ 1541.0, 300.0 ], "bottom_left": [ 373.0, 1224.0 ], "bottom_right": [ 1461.0, 1093.0 ], "top": [ 855.0, 268.0 ], "bottom": [ 895.0, 1004.0 ] }, "detected_six_mae_px": 10.584546261386782, "detected_spine_mae_px": 4.23606797749979, "head_landmarks": { "top": [ 875.2573852539062, 268.17242431640625 ], "bottom": [ 892.3026123046875, 1009.7216186523438 ], "top_left": [ 178.6141357421875, 314.2217102050781 ], "top_right": [ 1532.8797607421875, 259.8894348144531 ], "bottom_left": [ 366.601806640625, 1220.33056640625 ], "bottom_right": [ 1453.9315185546875, 1091.9547119140625 ] }, "head_six_mae_px": 13.065641272015162, "head_spine_mae_px": 12.04451035857038, "head_outer_mae_px": 13.57620672873755, "head_worst_point_px": 21.423588952010043, "hand_region_boundary_mae_px": 7.9301958084106445, "hand_region_boundary_p95_px": 13.152946472167969 }, { "sample_id": "round2_sample_033", "iou": 0.9605144196672676, "dice": 0.979859581782911, "side_rms_px": 0.2819124900195586, "side_p95_px": 0.4620961850418378, "curve_roughness_px": 0.4238846068278284, "corner_mae_px": 29.301379885251492, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.6046009499502398, "boundary_mae_px": 9.809331893920898, "boundary_hd95_px": 54.34151077270508, "anchor_edge_mae_px": 8.156189426530664, "anchor_local_boundary_mae_px": 8.96849242846171, "worst_six_local_mae_px": 28.11539077758789, "worst_six_local_p95_px": 64.45475006103516, "detected_landmarks": { "top_left": [ 171.0, 251.0 ], "top_right": [ 1593.0, 286.0 ], "bottom_left": [ 348.0, 1262.0 ], "bottom_right": [ 1370.0, 1108.0 ], "top": [ 879.0, 225.0 ], "bottom": [ 894.0, 1018.0 ] }, "detected_six_mae_px": 38.890371570918205, "detected_spine_mae_px": 58.56574397610112, "head_landmarks": { "top": [ 966.7454223632812, 218.2536163330078 ], "bottom": [ 898.0885009765625, 1009.1242065429688 ], "top_left": [ 174.86209106445312, 244.21017456054688 ], "top_right": [ 1589.8826904296875, 269.3678283691406 ], "bottom_left": [ 340.2550048828125, 1259.1666259765625 ], "bottom_right": [ 1349.7164306640625, 1110.7528076171875 ] }, "head_six_mae_px": 24.261069613938304, "head_spine_mae_px": 10.60405753586036, "head_outer_mae_px": 31.089575652977274, "head_worst_point_px": 85.99140822910682, "hand_region_boundary_mae_px": 2.2487659454345703, "hand_region_boundary_p95_px": 3.0 }, { "sample_id": "round2_sample_036", "iou": 0.9850600800429701, "dice": 0.9924738197562734, "side_rms_px": 0.28779212135646476, "side_p95_px": 0.472168775880654, "curve_roughness_px": 0.21933602753284204, "corner_mae_px": 11.560288784330934, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.7628126365969614, "boundary_mae_px": 4.000948905944824, "boundary_hd95_px": 19.0, "anchor_edge_mae_px": 5.679399607556891, "anchor_local_boundary_mae_px": 3.8553892572720847, "worst_six_local_mae_px": 10.395214080810547, "worst_six_local_p95_px": 21.0, "detected_landmarks": { "top_left": [ 385.0, 96.0 ], "top_right": [ 1600.0, 130.0 ], "bottom_left": [ 297.0, 1114.0 ], "bottom_right": [ 1562.0, 1159.0 ], "top": [ 971.0, 159.0 ], "bottom": [ 935.0, 1089.0 ] }, "detected_six_mae_px": 9.118881848720553, "detected_spine_mae_px": 4.5, "head_landmarks": { "top": [ 968.4114379882812, 158.82070922851562 ], "bottom": [ 930.690185546875, 1086.235595703125 ], "top_left": [ 360.4979248046875, 99.2500991821289 ], "top_right": [ 1585.3670654296875, 133.2095489501953 ], "bottom_left": [ 299.1523742675781, 1118.0435791015625 ], "bottom_right": [ 1553.4998779296875, 1159.05322265625 ] }, "head_six_mae_px": 4.8245861531507686, "head_spine_mae_px": 3.534308252654762, "head_outer_mae_px": 5.469725103398772, "head_worst_point_px": 8.75180825985303, "hand_region_boundary_mae_px": 7.837681770324707, "hand_region_boundary_p95_px": 23.87335205078125 }, { "sample_id": "round2_sample_048", "iou": 0.9541575448659512, "dice": 0.9765410648417329, "side_rms_px": 0.2882837198436391, "side_p95_px": 0.4737718155523307, "curve_roughness_px": 0.3668567539687255, "corner_mae_px": 25.391427222148035, "score": 0.95703125, "failed": false, "boundary_f1_5px": 0.6881784520854449, "boundary_mae_px": 11.587170600891113, "boundary_hd95_px": 45.0, "anchor_edge_mae_px": 1.5723297333683632, "anchor_local_boundary_mae_px": 7.252577622731526, "worst_six_local_mae_px": 18.33761978149414, "worst_six_local_p95_px": 47.0, "detected_landmarks": { "top_left": [ 413.0, 214.0 ], "top_right": [ 1636.0, 184.0 ], "bottom_left": [ 464.0, 1197.0 ], "bottom_right": [ 1581.0, 1257.0 ], "top": [ 973.0, 125.0 ], "bottom": [ 1015.0, 1063.0 ] }, "detected_six_mae_px": 20.48019834757392, "detected_spine_mae_px": 11.156703133826714, "head_landmarks": { "top": [ 959.6734619140625, 131.0270538330078 ], "bottom": [ 1014.080322265625, 1060.3070068359375 ], "top_left": [ 418.8304443359375, 213.3173828125 ], "top_right": [ 1598.7000732421875, 177.92152404785156 ], "bottom_left": [ 470.2345886230469, 1197.024658203125 ], "bottom_right": [ 1566.2733154296875, 1251.9095458984375 ] }, "head_six_mae_px": 10.234207398172757, "head_spine_mae_px": 7.452178869594162, "head_outer_mae_px": 11.625221662462053, "head_worst_point_px": 31.343105403189867, "hand_region_boundary_mae_px": 3.7091808319091797, "hand_region_boundary_p95_px": 13.0 }, { "sample_id": "round2_sample_050", "iou": 0.9873089480159708, "dice": 0.993613951169143, "side_rms_px": 0.28964339674031614, "side_p95_px": 0.4734682069051779, "curve_roughness_px": 0.30606302555416504, "corner_mae_px": 9.316019296271987, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.8633397335750906, "boundary_mae_px": 3.2111496925354004, "boundary_hd95_px": 14.0, "anchor_edge_mae_px": 3.759828493661622, "anchor_local_boundary_mae_px": 3.2784337600072226, "worst_six_local_mae_px": 8.185800552368164, "worst_six_local_p95_px": 18.99868392944336, "detected_landmarks": { "top_left": [ 405.0, 71.0 ], "top_right": [ 1517.0, 192.0 ], "bottom_left": [ 302.0, 1039.0 ], "bottom_right": [ 1499.0, 1225.0 ], "top": [ 932.0, 241.0 ], "bottom": [ 892.0, 1131.0 ] }, "detected_six_mae_px": 7.914010745641574, "detected_spine_mae_px": 5.06449510224598, "head_landmarks": { "top": [ 929.4723510742188, 244.66078186035156 ], "bottom": [ 889.1787719726562, 1129.750732421875 ], "top_left": [ 405.4870300292969, 72.6341552734375 ], "top_right": [ 1514.7041015625, 194.06065368652344 ], "bottom_left": [ 288.50042724609375, 1043.6571044921875 ], "bottom_right": [ 1498.6435546875, 1227.28173828125 ] }, "head_six_mae_px": 9.020354263488036, "head_spine_mae_px": 2.6060628145197757, "head_outer_mae_px": 12.227499987972164, "head_worst_point_px": 33.779906987527895, "hand_region_boundary_mae_px": 6.114701271057129, "hand_region_boundary_p95_px": 29.09464454650879 } ], "total": 10, "failures": 0 } }, "score": 0.6649936551626641, "weight_file": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book100_diverse1000_20261026\\experiments\\joint1000\\best_weights.pt", "folder": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book100_diverse1000_20261026\\experiments\\joint1000\\validation", "epoch": 49, "step": 980, "dependency_checkpoint": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book50_repaired_geometry_20261011\\efficientsam3_book_spread_best.pt", "dependency_sha256": "43f8d767fe440eb7c5751e62d802ee798de16711344cd344482aeefc4cc4a72c", "seen_synthetic": 1000, "train_scope": "joint_sam_local", "point_heads_frozen": false }, "viewer_id": "joint1000_raw", "deploy_new_default": false, "conclusion": "已完整训练1000次更新，选中第980次权重。新候选未同时通过全部保护条件；已保存供比较，默认继续使用上一轮联合模型。", "candidates": [ { "id": "joint1000", "viewer_id": "joint1000_raw", "metrics": { "raw": { "hand_region_boundary_mae_px": 5.541163376399449, "hand_region_boundary_p95_px": 21.46086515699114, "detected_spine_mae_px": 13.779289350159734, "corner_mae_px": 12.03532259898633, "head_spine_mae_px": 5.743987709056147, "score": 0.968359375, "head_outer_mae_px": 11.64422283161586, "worst_six_local_p95_px": 33.809818267822266, "head_worst_point_px": 28.24641971373694, "detected_six_mae_px": 12.583520379223966, "curve_roughness_px": 0.48398710774319287, "anchor_local_boundary_mae_px": 4.165901305278142, "dice": 0.9882961210777831, "boundary_mae_px": 6.211049938201905, "side_p95_px": 16.57140168520497, "side_rms_px": 7.65667441852671, "iou": 0.9769248420611959, "anchor_edge_mae_px": 4.4903374910437, "boundary_f1_5px": 0.7274130493233485, "head_six_mae_px": 9.677477790762621, "boundary_hd95_px": 31.491341495513915, "worst_six_local_mae_px": 13.843887424468994, "samples": [ { "sample_id": "round2_sample_007", "iou": 0.9842618272617827, "dice": 0.9920684999721355, "side_rms_px": 3.3715507150554256, "side_p95_px": 6.798880724978507, "curve_roughness_px": 0.2661436665514407, "corner_mae_px": 4.383880670975518, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.7353143034653089, "boundary_mae_px": 4.0240302085876465, "boundary_hd95_px": 15.0, "anchor_edge_mae_px": 3.411599783418419, "anchor_local_boundary_mae_px": 2.348476012547811, "worst_six_local_mae_px": 4.999260902404785, "worst_six_local_p95_px": 12.666655540466309, "detected_landmarks": { "top_left": [ 289.0, 147.0 ], "top_right": [ 1477.0, 217.0 ], "bottom_left": [ 266.0, 1094.0 ], "bottom_right": [ 1540.0, 1027.0 ], "top": [ 925.0, 213.0 ], "bottom": [ 939.0, 1048.0 ] }, "detected_six_mae_px": 4.730617030707278, "detected_spine_mae_px": 5.6457265578186036, "head_landmarks": { "top": [ 923.6905517578125, 219.96551513671875 ], "bottom": [ 938.9937133789062, 1047.8294677734375 ], "top_left": [ 293.1328125, 143.88404846191406 ], "top_right": [ 1473.7137451171875, 215.82032775878906 ], "bottom_left": [ 269.1435546875, 1093.3114013671875 ], "bottom_right": [ 1544.7757568359375, 1028.7247314453125 ] }, "head_six_mae_px": 3.490521720899702, "head_spine_mae_px": 2.1086306305836393, "head_outer_mae_px": 4.181467266057733, "head_worst_point_px": 5.91486913755947, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_012", "iou": 0.9849446162186499, "dice": 0.9924152121634352, "side_rms_px": 12.717832833616399, "side_p95_px": 24.470043441618937, "curve_roughness_px": 0.39201043791299767, "corner_mae_px": 8.899576084095372, "score": 0.96484375, "failed": false, "boundary_f1_5px": 0.7328676676948893, "boundary_mae_px": 4.500150680541992, "boundary_hd95_px": 18.0, "anchor_edge_mae_px": 1.8930809120620424, "anchor_local_boundary_mae_px": 2.7512684762477875, "worst_six_local_mae_px": 8.756190299987793, "worst_six_local_p95_px": 20.0, "detected_landmarks": { "top_left": [ 255.0, 190.0 ], "top_right": [ 1706.0, 96.0 ], "bottom_left": [ 232.0, 1101.0 ], "bottom_right": [ 1733.0, 1165.0 ], "top": [ 892.0, 148.0 ], "bottom": [ 877.0, 1126.0 ] }, "detected_six_mae_px": 7.511082801263762, "detected_spine_mae_px": 4.925920541681849, "head_landmarks": { "top": [ 889.22216796875, 138.43763732910156 ], "bottom": [ 880.5044555664062, 1128.937744140625 ], "top_left": [ 262.42437744140625, 187.60353088378906 ], "top_right": [ 1705.55859375, 96.36759185791016 ], "bottom_left": [ 231.07308959960938, 1103.7911376953125 ], "bottom_right": [ 1727.0804443359375, 1169.976806640625 ] }, "head_six_mae_px": 5.267492520133963, "head_spine_mae_px": 2.6231176026371985, "head_outer_mae_px": 6.589679978882346, "head_worst_point_px": 14.581013707239155, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_013", "iou": 0.9821398003963026, "dice": 0.9909894349530106, "side_rms_px": 9.292530397751783, "side_p95_px": 19.146942927819406, "curve_roughness_px": 0.35877215717538513, "corner_mae_px": 18.78588920059758, "score": 0.94921875, "failed": false, "boundary_f1_5px": 0.8710615339772615, "boundary_mae_px": 5.8705735206604, "boundary_hd95_px": 57.0, "anchor_edge_mae_px": 2.0017449371252756, "anchor_local_boundary_mae_px": 3.8263777693112693, "worst_six_local_mae_px": 17.070941925048828, "worst_six_local_p95_px": 59.380950927734375, "detected_landmarks": { "top_left": [ 146.0, 269.0 ], "top_right": [ 1650.0, 197.0 ], "bottom_left": [ 197.0, 1179.0 ], "bottom_right": [ 1639.0, 1239.0 ], "top": [ 827.0, 232.0 ], "bottom": [ 834.0, 1212.0 ] }, "detected_six_mae_px": 14.68601402307756, "detected_spine_mae_px": 6.405124837953327, "head_landmarks": { "top": [ 823.8095703125, 219.9099884033203 ], "bottom": [ 834.8550415039062, 1213.70751953125 ], "top_left": [ 191.11874389648438, 235.4005584716797 ], "top_right": [ 1649.1815185546875, 198.7138214111328 ], "bottom_left": [ 194.60610961914062, 1181.0006103515625 ], "bottom_right": [ 1643.3450927734375, 1239.1075439453125 ] }, "head_six_mae_px": 5.551249544330239, "head_spine_mae_px": 6.557863831536103, "head_outer_mae_px": 5.047942400727306, "head_worst_point_px": 9.980019349473153, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_015", "iou": 0.980520258526131, "dice": 0.9901643311195587, "side_rms_px": 3.5294799571984603, "side_p95_px": 6.084425416808083, "curve_roughness_px": 0.529050537589335, "corner_mae_px": 15.050309113381418, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.7554065756821838, "boundary_mae_px": 5.163257598876953, "boundary_hd95_px": 22.022714614868164, "anchor_edge_mae_px": 11.805526827565679, "anchor_local_boundary_mae_px": 6.049620151519775, "worst_six_local_mae_px": 25.760021209716797, "worst_six_local_p95_px": 42.2713623046875, "detected_landmarks": { "top_left": [ 322.0, 269.0 ], "top_right": [ 1508.0, 269.0 ], "bottom_left": [ 153.0, 1053.0 ], "bottom_right": [ 1657.0, 1184.0 ], "top": [ 884.0, 342.0 ], "bottom": [ 828.0, 1159.0 ] }, "detected_six_mae_px": 14.323190886436526, "detected_spine_mae_px": 13.090591240194541, "head_landmarks": { "top": [ 873.8622436523438, 347.0234375 ], "bottom": [ 830.1815185546875, 1162.1160888671875 ], "top_left": [ 327.0656433105469, 261.22747802734375 ], "top_right": [ 1505.4105224609375, 272.14404296875 ], "bottom_left": [ 142.74560546875, 1065.302490234375 ], "bottom_right": [ 1651.3363037109375, 1181.03271484375 ] }, "head_six_mae_px": 10.185806027848999, "head_spine_mae_px": 6.245955785107203, "head_outer_mae_px": 12.1557311492199, "head_worst_point_px": 32.25283063712272, "hand_region_boundary_mae_px": 3.041853427886963, "hand_region_boundary_p95_px": 7.0 }, { "sample_id": "round2_sample_028", "iou": 0.9706748225726147, "dice": 0.9851192205373067, "side_rms_px": 4.693643680628929, "side_p95_px": 8.461947911027462, "curve_roughness_px": 0.45105080747412274, "corner_mae_px": 16.37673562965001, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.6821110328534814, "boundary_mae_px": 8.020760536193848, "boundary_hd95_px": 36.34556198120117, "anchor_edge_mae_px": 5.259456741796219, "anchor_local_boundary_mae_px": 4.710606763760249, "worst_six_local_mae_px": 15.135669708251953, "worst_six_local_p95_px": 47.346561431884766, "detected_landmarks": { "top_left": [ 272.0, 157.0 ], "top_right": [ 1356.0, 209.0 ], "bottom_left": [ 212.0, 1082.0 ], "bottom_right": [ 1490.0, 1071.0 ], "top": [ 834.0, 163.0 ], "bottom": [ 850.0, 1106.0 ] }, "detected_six_mae_px": 13.854857695839305, "detected_spine_mae_px": 9.213307591321064, "head_landmarks": { "top": [ 835.0988159179688, 165.86988830566406 ], "bottom": [ 860.2850341796875, 1104.6285400390625 ], "top_left": [ 264.2398986816406, 160.1417694091797 ], "top_right": [ 1351.3836669921875, 201.21444702148438 ], "bottom_left": [ 208.67967224121094, 1090.371826171875 ], "bottom_right": [ 1490.1866455078125, 1073.97412109375 ] }, "head_six_mae_px": 10.873849393648298, "head_spine_mae_px": 3.6631914094978866, "head_outer_mae_px": 14.479178385723502, "head_worst_point_px": 38.445646474287244, "hand_region_boundary_mae_px": 4.12618350982666, "hand_region_boundary_p95_px": 16.006244659423828 }, { "sample_id": "round2_sample_032", "iou": 0.9794218897244071, "dice": 0.9896039796354592, "side_rms_px": 10.810697675986228, "side_p95_px": 25.814427962111296, "curve_roughness_px": 0.524611251400218, "corner_mae_px": 10.345727408558886, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.7135164198011008, "boundary_mae_px": 4.804533004760742, "boundary_hd95_px": 19.416486740112305, "anchor_edge_mae_px": 7.118157600798309, "anchor_local_boundary_mae_px": 4.245532115300496, "worst_six_local_mae_px": 13.071714401245117, "worst_six_local_p95_px": 24.967939376831055, "detected_landmarks": { "top_left": [ 169.0, 327.0 ], "top_right": [ 1533.0, 297.0 ], "bottom_left": [ 357.0, 1225.0 ], "bottom_right": [ 1448.0, 1093.0 ], "top": [ 756.0, 275.0 ], "bottom": [ 895.0, 1004.0 ] }, "detected_six_mae_px": 24.973150938401925, "detected_spine_mae_px": 53.85486300411776, "head_landmarks": { "top": [ 875.2573852539062, 268.17242431640625 ], "bottom": [ 892.3026123046875, 1009.7216186523438 ], "top_left": [ 178.6141357421875, 314.2217102050781 ], "top_right": [ 1532.8797607421875, 259.8894348144531 ], "bottom_left": [ 366.601806640625, 1220.33056640625 ], "bottom_right": [ 1453.9315185546875, 1091.9547119140625 ] }, "head_six_mae_px": 13.065641272015162, "head_spine_mae_px": 12.04451035857038, "head_outer_mae_px": 13.57620672873755, "head_worst_point_px": 21.423588952010043, "hand_region_boundary_mae_px": 9.480169296264648, "hand_region_boundary_p95_px": 26.925825119018555 }, { "sample_id": "round2_sample_033", "iou": 0.9587967275197143, "dice": 0.9789650085170101, "side_rms_px": 9.913141501436542, "side_p95_px": 28.766143500018714, "curve_roughness_px": 0.9575694534349244, "corner_mae_px": 22.710751441832272, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.5127810372878036, "boundary_mae_px": 11.256264686584473, "boundary_hd95_px": 55.317264556884766, "anchor_edge_mae_px": 7.940497051476542, "anchor_local_boundary_mae_px": 7.905765096346538, "worst_six_local_mae_px": 29.016376495361328, "worst_six_local_p95_px": 56.0057258605957, "detected_landmarks": { "top_left": [ 177.0, 252.0 ], "top_right": [ 1564.0, 285.0 ], "bottom_left": [ 347.0, 1262.0 ], "bottom_right": [ 1350.0, 1111.0 ], "top": [ 969.0, 218.0 ], "bottom": [ 895.0, 1018.0 ] }, "detected_six_mae_px": 19.77751661373032, "detected_spine_mae_px": 13.703940176339872, "head_landmarks": { "top": [ 966.7454223632812, 218.2536163330078 ], "bottom": [ 898.0885009765625, 1009.1242065429688 ], "top_left": [ 174.86209106445312, 244.21017456054688 ], "top_right": [ 1589.8826904296875, 269.3678283691406 ], "bottom_left": [ 340.2550048828125, 1259.1666259765625 ], "bottom_right": [ 1349.7164306640625, 1110.7528076171875 ] }, "head_six_mae_px": 24.261069613938304, "head_spine_mae_px": 10.60405753586036, "head_outer_mae_px": 31.089575652977274, "head_worst_point_px": 85.99140822910682, "hand_region_boundary_mae_px": 6.251893520355225, "hand_region_boundary_p95_px": 32.98484420776367 }, { "sample_id": "round2_sample_036", "iou": 0.9879445227607634, "dice": 0.9939357074097347, "side_rms_px": 9.278454572649744, "side_p95_px": 23.260817093232106, "curve_roughness_px": 0.25102255171913374, "corner_mae_px": 2.8284388019908397, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.760096869732957, "boundary_mae_px": 3.2598767280578613, "boundary_hd95_px": 15.811387062072754, "anchor_edge_mae_px": 1.511046730717333, "anchor_local_boundary_mae_px": 1.8935074210166931, "worst_six_local_mae_px": 4.045112609863281, "worst_six_local_p95_px": 14.256331443786621, "detected_landmarks": { "top_left": [ 362.0, 98.0 ], "top_right": [ 1589.0, 130.0 ], "bottom_left": [ 292.0, 1114.0 ], "bottom_right": [ 1557.0, 1159.0 ], "top": [ 971.0, 159.0 ], "bottom": [ 929.0, 1089.0 ] }, "detected_six_mae_px": 2.4736032088272966, "detected_spine_mae_px": 1.5, "head_landmarks": { "top": [ 968.4114379882812, 158.82070922851562 ], "bottom": [ 930.690185546875, 1086.235595703125 ], "top_left": [ 360.4979248046875, 99.2500991821289 ], "top_right": [ 1585.3670654296875, 133.2095489501953 ], "bottom_left": [ 299.1523742675781, 1118.0435791015625 ], "bottom_right": [ 1553.4998779296875, 1159.05322265625 ] }, "head_six_mae_px": 4.8245861531507686, "head_spine_mae_px": 3.534308252654762, "head_outer_mae_px": 5.469725103398772, "head_worst_point_px": 8.75180825985303, "hand_region_boundary_mae_px": 6.023165702819824, "hand_region_boundary_p95_px": 23.0 }, { "sample_id": "round2_sample_048", "iou": 0.9548980687365017, "dice": 0.9769287555270599, "side_rms_px": 9.394390123434578, "side_p95_px": 14.8603831472197, "curve_roughness_px": 0.6706149607294293, "corner_mae_px": 8.744057335445957, "score": 0.95703125, "failed": false, "boundary_f1_5px": 0.6610422311954303, "boundary_mae_px": 11.67177963256836, "boundary_hd95_px": 60.0, "anchor_edge_mae_px": 1.1380711874576983, "anchor_local_boundary_mae_px": 3.981938819090525, "worst_six_local_mae_px": 8.51927661895752, "worst_six_local_p95_px": 28.930870056152344, "detected_landmarks": { "top_left": [ 416.0, 214.0 ], "top_right": [ 1603.0, 180.0 ], "bottom_left": [ 465.0, 1197.0 ], "bottom_right": [ 1548.0, 1253.0 ], "top": [ 967.0, 130.0 ], "bottom": [ 1011.0, 1063.0 ] }, "detected_six_mae_px": 8.066861734404482, "detected_spine_mae_px": 7.211102550927979, "head_landmarks": { "top": [ 959.6734619140625, 131.0270538330078 ], "bottom": [ 1014.080322265625, 1060.3070068359375 ], "top_left": [ 418.8304443359375, 213.3173828125 ], "top_right": [ 1598.7000732421875, 177.92152404785156 ], "bottom_left": [ 470.2345886230469, 1197.024658203125 ], "bottom_right": [ 1566.2733154296875, 1251.9095458984375 ] }, "head_six_mae_px": 10.234207398172757, "head_spine_mae_px": 7.452178869594162, "head_outer_mae_px": 11.625221662462053, "head_worst_point_px": 31.343105403189867, "hand_region_boundary_mae_px": 3.7883143424987793, "hand_region_boundary_p95_px": 14.142136573791504 }, { "sample_id": "round2_sample_050", "iou": 0.9856458868950917, "dice": 0.9927710609431204, "side_rms_px": 3.565022727509, "side_p95_px": 8.050004727215514, "curve_roughness_px": 0.43902525344494253, "corner_mae_px": 12.227860303335461, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.8499328215430692, "boundary_mae_px": 3.5392727851867676, "boundary_hd95_px": 16.0, "anchor_edge_mae_px": 2.8241931380194853, "anchor_local_boundary_mae_px": 3.9459204276402793, "worst_six_local_mae_px": 12.064310073852539, "worst_six_local_p95_px": 32.271785736083984, "detected_landmarks": { "top_left": [ 400.0, 71.0 ], "top_right": [ 1519.0, 192.0 ], "bottom_left": [ 290.0, 1037.0 ], "bottom_right": [ 1503.0, 1225.0 ], "top": [ 932.0, 241.0 ], "bottom": [ 848.0, 1126.0 ] }, "detected_six_mae_px": 15.438308859551212, "detected_spine_mae_px": 22.242317001242345, "head_landmarks": { "top": [ 929.4723510742188, 244.66078186035156 ], "bottom": [ 889.1787719726562, 1129.750732421875 ], "top_left": [ 405.4870300292969, 72.6341552734375 ], "top_right": [ 1514.7041015625, 194.06065368652344 ], "bottom_left": [ 288.50042724609375, 1043.6571044921875 ], "bottom_right": [ 1498.6435546875, 1227.28173828125 ] }, "head_six_mae_px": 9.020354263488036, "head_spine_mae_px": 2.6060628145197757, "head_outer_mae_px": 12.227499987972164, "head_worst_point_px": 33.779906987527895, "hand_region_boundary_mae_px": 6.076563835144043, "hand_region_boundary_p95_px": 30.16700553894043 } ], "total": 10, "failures": 0 }, "projected": { "hand_region_boundary_mae_px": 4.9425740242004395, "hand_region_boundary_p95_px": 14.25582606451852, "detected_spine_mae_px": 22.15868293345598, "corner_mae_px": 18.177374639635268, "head_spine_mae_px": 5.743987709056147, "score": 0.968359375, "head_outer_mae_px": 11.64422283161586, "worst_six_local_p95_px": 35.06633262634277, "head_worst_point_px": 28.24641971373694, "detected_six_mae_px": 19.418531961998106, "curve_roughness_px": 0.29180504375714245, "anchor_local_boundary_mae_px": 5.557211317618688, "dice": 0.9886780870258572, "boundary_mae_px": 5.8475476741790775, "side_p95_px": 0.4707448227837608, "side_rms_px": 0.2863383557887618, "iou": 0.9776810175299223, "anchor_edge_mae_px": 7.333728936390709, "boundary_f1_5px": 0.7582411210405156, "head_six_mae_px": 9.677477790762621, "boundary_hd95_px": 25.89945993423462, "worst_six_local_mae_px": 15.154734230041504, "samples": [ { "sample_id": "round2_sample_007", "iou": 0.9849379045484316, "dice": 0.9924118052171537, "side_rms_px": 0.28762866182810426, "side_p95_px": 0.4739901467101798, "curve_roughness_px": 0.21293439791930724, "corner_mae_px": 9.221851577118926, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.796575806382193, "boundary_mae_px": 3.8145809173583984, "boundary_hd95_px": 13.0, "anchor_edge_mae_px": 4.098486507345026, "anchor_local_boundary_mae_px": 3.0353113611539206, "worst_six_local_mae_px": 7.611194610595703, "worst_six_local_p95_px": 15.132745742797852, "detected_landmarks": { "top_left": [ 285.0, 147.0 ], "top_right": [ 1490.0, 221.0 ], "bottom_left": [ 260.0, 1094.0 ], "bottom_right": [ 1537.0, 1027.0 ], "top": [ 925.0, 213.0 ], "bottom": [ 936.0, 1051.0 ] }, "detected_six_mae_px": 8.418195114587732, "detected_spine_mae_px": 6.589245381877539, "head_landmarks": { "top": [ 923.6905517578125, 219.96551513671875 ], "bottom": [ 938.9937133789062, 1047.8294677734375 ], "top_left": [ 293.1328125, 143.88404846191406 ], "top_right": [ 1473.7137451171875, 215.82032775878906 ], "bottom_left": [ 269.1435546875, 1093.3114013671875 ], "bottom_right": [ 1544.7757568359375, 1028.7247314453125 ] }, "head_six_mae_px": 3.490521720899702, "head_spine_mae_px": 2.1086306305836393, "head_outer_mae_px": 4.181467266057733, "head_worst_point_px": 5.91486913755947, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_012", "iou": 0.9930695621843769, "dice": 0.9965227315959673, "side_rms_px": 0.28602371749980227, "side_p95_px": 0.4742252735857103, "curve_roughness_px": 0.2746233259806683, "corner_mae_px": 8.835717809966777, "score": 0.96484375, "failed": false, "boundary_f1_5px": 0.95458380273658, "boundary_mae_px": 2.0738306045532227, "boundary_hd95_px": 5.0, "anchor_edge_mae_px": 6.795054935711501, "anchor_local_boundary_mae_px": 3.092207650343577, "worst_six_local_mae_px": 11.541990280151367, "worst_six_local_p95_px": 24.0, "detected_landmarks": { "top_left": [ 278.0, 186.0 ], "top_right": [ 1713.0, 96.0 ], "bottom_left": [ 256.0, 1105.0 ], "bottom_right": [ 1729.0, 1166.0 ], "top": [ 901.0, 137.0 ], "bottom": [ 891.0, 1130.0 ] }, "detected_six_mae_px": 10.23851226867471, "detected_spine_mae_px": 12.90102853931971, "head_landmarks": { "top": [ 889.22216796875, 138.43763732910156 ], "bottom": [ 880.5044555664062, 1128.937744140625 ], "top_left": [ 262.42437744140625, 187.60353088378906 ], "top_right": [ 1705.55859375, 96.36759185791016 ], "bottom_left": [ 231.07308959960938, 1103.7911376953125 ], "bottom_right": [ 1727.0804443359375, 1169.976806640625 ] }, "head_six_mae_px": 5.267492520133963, "head_spine_mae_px": 2.6231176026371985, "head_outer_mae_px": 6.589679978882346, "head_worst_point_px": 14.581013707239155, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_013", "iou": 0.9793536379960925, "dice": 0.9895691393353995, "side_rms_px": 0.28958139775305425, "side_p95_px": 0.47395221518789993, "curve_roughness_px": 0.2593019699885888, "corner_mae_px": 30.827918672662186, "score": 0.94921875, "failed": false, "boundary_f1_5px": 0.7818098216409, "boundary_mae_px": 6.31114387512207, "boundary_hd95_px": 36.77094650268555, "anchor_edge_mae_px": 10.63814122182325, "anchor_local_boundary_mae_px": 7.2576717933019, "worst_six_local_mae_px": 16.484153747558594, "worst_six_local_p95_px": 55.0, "detected_landmarks": { "top_left": [ 146.0, 269.0 ], "top_right": [ 1657.0, 197.0 ], "bottom_left": [ 231.0, 1189.0 ], "bottom_right": [ 1648.0, 1238.0 ], "top": [ 835.0, 217.0 ], "bottom": [ 846.0, 1217.0 ] }, "detected_six_mae_px": 26.017836819948666, "detected_spine_mae_px": 16.84996606042011, "head_landmarks": { "top": [ 823.8095703125, 219.9099884033203 ], "bottom": [ 834.8550415039062, 1213.70751953125 ], "top_left": [ 191.11874389648438, 235.4005584716797 ], "top_right": [ 1649.1815185546875, 198.7138214111328 ], "bottom_left": [ 194.60610961914062, 1181.0006103515625 ], "bottom_right": [ 1643.3450927734375, 1239.1075439453125 ] }, "head_six_mae_px": 5.551249544330239, "head_spine_mae_px": 6.557863831536103, "head_outer_mae_px": 5.047942400727306, "head_worst_point_px": 9.980019349473153, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_015", "iou": 0.9788069649802493, "dice": 0.989289993721059, "side_rms_px": 0.28258962065445437, "side_p95_px": 0.4649180671238922, "curve_roughness_px": 0.297244618200977, "corner_mae_px": 20.674463752824018, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.7316801480804304, "boundary_mae_px": 5.677234649658203, "boundary_hd95_px": 23.0867919921875, "anchor_edge_mae_px": 15.396087490787977, "anchor_local_boundary_mae_px": 8.51860640446345, "worst_six_local_mae_px": 24.84271812438965, "worst_six_local_p95_px": 36.96063995361328, "detected_landmarks": { "top_left": [ 357.0, 261.0 ], "top_right": [ 1516.0, 268.0 ], "bottom_left": [ 145.0, 1051.0 ], "bottom_right": [ 1661.0, 1184.0 ], "top": [ 884.0, 342.0 ], "bottom": [ 677.0, 1128.0 ] }, "detected_six_mae_px": 43.42791645197767, "detected_spine_mae_px": 89.34574905784832, "head_landmarks": { "top": [ 873.8622436523438, 347.0234375 ], "bottom": [ 830.1815185546875, 1162.1160888671875 ], "top_left": [ 327.0656433105469, 261.22747802734375 ], "top_right": [ 1505.4105224609375, 272.14404296875 ], "bottom_left": [ 142.74560546875, 1065.302490234375 ], "bottom_right": [ 1651.3363037109375, 1181.03271484375 ] }, "head_six_mae_px": 10.185806027848999, "head_spine_mae_px": 6.245955785107203, "head_outer_mae_px": 12.1557311492199, "head_worst_point_px": 32.25283063712272, "hand_region_boundary_mae_px": 2.8772897720336914, "hand_region_boundary_p95_px": 6.669839382171631 }, { "sample_id": "round2_sample_028", "iou": 0.9692516556233978, "dice": 0.984385771981556, "side_rms_px": 0.2862898728974406, "side_p95_px": 0.4708850832838901, "curve_roughness_px": 0.2828090947166049, "corner_mae_px": 22.659747519498854, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.6157622141186286, "boundary_mae_px": 8.312236785888672, "boundary_hd95_px": 36.629825592041016, "anchor_edge_mae_px": 8.812084570700867, "anchor_local_boundary_mae_px": 5.6455344160397845, "worst_six_local_mae_px": 15.104452133178711, "worst_six_local_p95_px": 43.327781677246094, "detected_landmarks": { "top_left": [ 270.0, 157.0 ], "top_right": [ 1373.0, 218.0 ], "bottom_left": [ 223.0, 1086.0 ], "bottom_right": [ 1497.0, 1068.0 ], "top": [ 826.0, 153.0 ], "bottom": [ 859.0, 1106.0 ] }, "detected_six_mae_px": 19.094850190551256, "detected_spine_mae_px": 12.377830105420529, "head_landmarks": { "top": [ 835.0988159179688, 165.86988830566406 ], "bottom": [ 860.2850341796875, 1104.6285400390625 ], "top_left": [ 264.2398986816406, 160.1417694091797 ], "top_right": [ 1351.3836669921875, 201.21444702148438 ], "bottom_left": [ 208.67967224121094, 1090.371826171875 ], "bottom_right": [ 1490.1866455078125, 1073.97412109375 ] }, "head_six_mae_px": 10.873849393648298, "head_spine_mae_px": 3.6631914094978866, "head_outer_mae_px": 14.479178385723502, "head_worst_point_px": 38.445646474287244, "hand_region_boundary_mae_px": 3.8802027702331543, "hand_region_boundary_p95_px": 11.0 }, { "sample_id": "round2_sample_032", "iou": 0.9843494573745148, "dice": 0.9921130108573757, "side_rms_px": 0.2836385592947841, "side_p95_px": 0.46797245856603537, "curve_roughness_px": 0.27499661688171717, "corner_mae_px": 13.984931876279514, "score": 0.98046875, "failed": false, "boundary_f1_5px": 0.7830676452386862, "boundary_mae_px": 3.6778488159179688, "boundary_hd95_px": 12.16552448272705, "anchor_edge_mae_px": 8.429687376420922, "anchor_local_boundary_mae_px": 4.667888482411702, "worst_six_local_mae_px": 10.928808212280273, "worst_six_local_p95_px": 24.788724899291992, "detected_landmarks": { "top_left": [ 165.0, 327.0 ], "top_right": [ 1541.0, 300.0 ], "bottom_left": [ 373.0, 1224.0 ], "bottom_right": [ 1461.0, 1093.0 ], "top": [ 855.0, 268.0 ], "bottom": [ 895.0, 1004.0 ] }, "detected_six_mae_px": 10.584546261386782, "detected_spine_mae_px": 4.23606797749979, "head_landmarks": { "top": [ 875.2573852539062, 268.17242431640625 ], "bottom": [ 892.3026123046875, 1009.7216186523438 ], "top_left": [ 178.6141357421875, 314.2217102050781 ], "top_right": [ 1532.8797607421875, 259.8894348144531 ], "bottom_left": [ 366.601806640625, 1220.33056640625 ], "bottom_right": [ 1453.9315185546875, 1091.9547119140625 ] }, "head_six_mae_px": 13.065641272015162, "head_spine_mae_px": 12.04451035857038, "head_outer_mae_px": 13.57620672873755, "head_worst_point_px": 21.423588952010043, "hand_region_boundary_mae_px": 7.9301958084106445, "hand_region_boundary_p95_px": 13.152946472167969 }, { "sample_id": "round2_sample_033", "iou": 0.9605144196672676, "dice": 0.979859581782911, "side_rms_px": 0.2819124900195586, "side_p95_px": 0.4620961850418378, "curve_roughness_px": 0.4238846068278284, "corner_mae_px": 29.301379885251492, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.6046009499502398, "boundary_mae_px": 9.809331893920898, "boundary_hd95_px": 54.34151077270508, "anchor_edge_mae_px": 8.156189426530664, "anchor_local_boundary_mae_px": 8.96849242846171, "worst_six_local_mae_px": 28.11539077758789, "worst_six_local_p95_px": 64.45475006103516, "detected_landmarks": { "top_left": [ 171.0, 251.0 ], "top_right": [ 1593.0, 286.0 ], "bottom_left": [ 348.0, 1262.0 ], "bottom_right": [ 1370.0, 1108.0 ], "top": [ 879.0, 225.0 ], "bottom": [ 894.0, 1018.0 ] }, "detected_six_mae_px": 38.890371570918205, "detected_spine_mae_px": 58.56574397610112, "head_landmarks": { "top": [ 966.7454223632812, 218.2536163330078 ], "bottom": [ 898.0885009765625, 1009.1242065429688 ], "top_left": [ 174.86209106445312, 244.21017456054688 ], "top_right": [ 1589.8826904296875, 269.3678283691406 ], "bottom_left": [ 340.2550048828125, 1259.1666259765625 ], "bottom_right": [ 1349.7164306640625, 1110.7528076171875 ] }, "head_six_mae_px": 24.261069613938304, "head_spine_mae_px": 10.60405753586036, "head_outer_mae_px": 31.089575652977274, "head_worst_point_px": 85.99140822910682, "hand_region_boundary_mae_px": 2.2487659454345703, "hand_region_boundary_p95_px": 3.0 }, { "sample_id": "round2_sample_036", "iou": 0.9850600800429701, "dice": 0.9924738197562734, "side_rms_px": 0.28779212135646476, "side_p95_px": 0.472168775880654, "curve_roughness_px": 0.21933602753284204, "corner_mae_px": 11.560288784330934, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.7628126365969614, "boundary_mae_px": 4.000948905944824, "boundary_hd95_px": 19.0, "anchor_edge_mae_px": 5.679399607556891, "anchor_local_boundary_mae_px": 3.8553892572720847, "worst_six_local_mae_px": 10.395214080810547, "worst_six_local_p95_px": 21.0, "detected_landmarks": { "top_left": [ 385.0, 96.0 ], "top_right": [ 1600.0, 130.0 ], "bottom_left": [ 297.0, 1114.0 ], "bottom_right": [ 1562.0, 1159.0 ], "top": [ 971.0, 159.0 ], "bottom": [ 935.0, 1089.0 ] }, "detected_six_mae_px": 9.118881848720553, "detected_spine_mae_px": 4.5, "head_landmarks": { "top": [ 968.4114379882812, 158.82070922851562 ], "bottom": [ 930.690185546875, 1086.235595703125 ], "top_left": [ 360.4979248046875, 99.2500991821289 ], "top_right": [ 1585.3670654296875, 133.2095489501953 ], "bottom_left": [ 299.1523742675781, 1118.0435791015625 ], "bottom_right": [ 1553.4998779296875, 1159.05322265625 ] }, "head_six_mae_px": 4.8245861531507686, "head_spine_mae_px": 3.534308252654762, "head_outer_mae_px": 5.469725103398772, "head_worst_point_px": 8.75180825985303, "hand_region_boundary_mae_px": 7.837681770324707, "hand_region_boundary_p95_px": 23.87335205078125 }, { "sample_id": "round2_sample_048", "iou": 0.9541575448659512, "dice": 0.9765410648417329, "side_rms_px": 0.2882837198436391, "side_p95_px": 0.4737718155523307, "curve_roughness_px": 0.3668567539687255, "corner_mae_px": 25.391427222148035, "score": 0.95703125, "failed": false, "boundary_f1_5px": 0.6881784520854449, "boundary_mae_px": 11.587170600891113, "boundary_hd95_px": 45.0, "anchor_edge_mae_px": 1.5723297333683632, "anchor_local_boundary_mae_px": 7.252577622731526, "worst_six_local_mae_px": 18.33761978149414, "worst_six_local_p95_px": 47.0, "detected_landmarks": { "top_left": [ 413.0, 214.0 ], "top_right": [ 1636.0, 184.0 ], "bottom_left": [ 464.0, 1197.0 ], "bottom_right": [ 1581.0, 1257.0 ], "top": [ 973.0, 125.0 ], "bottom": [ 1015.0, 1063.0 ] }, "detected_six_mae_px": 20.48019834757392, "detected_spine_mae_px": 11.156703133826714, "head_landmarks": { "top": [ 959.6734619140625, 131.0270538330078 ], "bottom": [ 1014.080322265625, 1060.3070068359375 ], "top_left": [ 418.8304443359375, 213.3173828125 ], "top_right": [ 1598.7000732421875, 177.92152404785156 ], "bottom_left": [ 470.2345886230469, 1197.024658203125 ], "bottom_right": [ 1566.2733154296875, 1251.9095458984375 ] }, "head_six_mae_px": 10.234207398172757, "head_spine_mae_px": 7.452178869594162, "head_outer_mae_px": 11.625221662462053, "head_worst_point_px": 31.343105403189867, "hand_region_boundary_mae_px": 3.7091808319091797, "hand_region_boundary_p95_px": 13.0 }, { "sample_id": "round2_sample_050", "iou": 0.9873089480159708, "dice": 0.993613951169143, "side_rms_px": 0.28964339674031614, "side_p95_px": 0.4734682069051779, "curve_roughness_px": 0.30606302555416504, "corner_mae_px": 9.316019296271987, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.8633397335750906, "boundary_mae_px": 3.2111496925354004, "boundary_hd95_px": 14.0, "anchor_edge_mae_px": 3.759828493661622, "anchor_local_boundary_mae_px": 3.2784337600072226, "worst_six_local_mae_px": 8.185800552368164, "worst_six_local_p95_px": 18.99868392944336, "detected_landmarks": { "top_left": [ 405.0, 71.0 ], "top_right": [ 1517.0, 192.0 ], "bottom_left": [ 302.0, 1039.0 ], "bottom_right": [ 1499.0, 1225.0 ], "top": [ 932.0, 241.0 ], "bottom": [ 892.0, 1131.0 ] }, "detected_six_mae_px": 7.914010745641574, "detected_spine_mae_px": 5.06449510224598, "head_landmarks": { "top": [ 929.4723510742188, 244.66078186035156 ], "bottom": [ 889.1787719726562, 1129.750732421875 ], "top_left": [ 405.4870300292969, 72.6341552734375 ], "top_right": [ 1514.7041015625, 194.06065368652344 ], "bottom_left": [ 288.50042724609375, 1043.6571044921875 ], "bottom_right": [ 1498.6435546875, 1227.28173828125 ] }, "head_six_mae_px": 9.020354263488036, "head_spine_mae_px": 2.6060628145197757, "head_outer_mae_px": 12.227499987972164, "head_worst_point_px": 33.779906987527895, "hand_region_boundary_mae_px": 6.114701271057129, "hand_region_boundary_p95_px": 29.09464454650879 } ], "total": 10, "failures": 0 } }, "score": 0.6649936551626641, "weight_file": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book100_diverse1000_20261026\\experiments\\joint1000\\best_weights.pt", "folder": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book100_diverse1000_20261026\\experiments\\joint1000\\validation", "epoch": 49, "step": 980, "dependency_checkpoint": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book50_repaired_geometry_20261011\\efficientsam3_book_spread_best.pt", "dependency_sha256": "43f8d767fe440eb7c5751e62d802ee798de16711344cd344482aeefc4cc4a72c", "seen_synthetic": 1000, "train_scope": "joint_sam_local", "point_heads_frozen": false } ], "display_label": "1000合成＋90真实 · 六点与轮廓同候选联合微调", "baseline": { "raw": { "boundary_mae_px": 6.0320902347564695, "worst_six_local_p95_px": 34.34955043792725, "worst_six_local_mae_px": 13.361559963226318, "dice": 0.9885303395528758, "corner_mae_px": 16.06522412023736, "head_six_mae_px": 13.080878771138293, "iou": 0.97738469520486, "anchor_local_boundary_mae_px": 4.586009473601977, "head_worst_point_px": 33.347462173029115, "hand_region_boundary_mae_px": 5.718933309827532, "hand_region_boundary_p95_px": 21.91869858333043, "head_spine_mae_px": 7.307311172236768, "detected_spine_mae_px": 18.619011736395535, "curve_roughness_px": 0.47462535613009715, "side_p95_px": 13.627710437624794, "anchor_edge_mae_px": 5.700683667348909, "head_outer_mae_px": 15.967662570589056, "detected_six_mae_px": 16.898353499202425, "boundary_f1_5px": 0.7205447602171093, "side_rms_px": 6.656271445948209, "score": 0.96171875, "boundary_hd95_px": 28.418510246276856, "samples": [ { "sample_id": "round2_sample_007", "iou": 0.9873495279888227, "dice": 0.993634500709103, "side_rms_px": 2.939261512592952, "side_p95_px": 5.9567332661573955, "curve_roughness_px": 0.2912772580815133, "corner_mae_px": 8.92339567877261, "score": 0.953125, "failed": false, "boundary_f1_5px": 0.8012018633728503, "boundary_mae_px": 3.1978344917297363, "boundary_hd95_px": 11.0, "anchor_edge_mae_px": 3.0606601717798214, "anchor_local_boundary_mae_px": 2.409893055756887, "worst_six_local_mae_px": 4.423742771148682, "worst_six_local_p95_px": 15.350000381469727, "detected_landmarks": { "top_left": [ 267.0, 147.0 ], "top_right": [ 1476.0, 217.0 ], "bottom_left": [ 267.0, 1089.0 ], "bottom_right": [ 1537.0, 1027.0 ], "top": [ 923.0, 216.0 ], "bottom": [ 942.0, 1047.0 ] }, "detected_six_mae_px": 7.869936476780712, "detected_spine_mae_px": 5.541381265149109, "head_landmarks": { "top": [ 923.0997924804688, 223.3839111328125 ], "bottom": [ 937.5382690429688, 1048.3116455078125 ], "top_left": [ 286.98004150390625, 141.76235961914062 ], "top_right": [ 1472.4794921875, 213.3968963623047 ], "bottom_left": [ 270.5762634277344, 1093.3250732421875 ], "bottom_right": [ 1536.0584716796875, 1030.6624755859375 ] }, "head_six_mae_px": 2.456880164254546, "head_spine_mae_px": 1.5343654333831964, "head_outer_mae_px": 2.9181375296902203, "head_worst_point_px": 3.9107927370095603, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_012", "iou": 0.9871769214769341, "dice": 0.9935470876375037, "side_rms_px": 10.306312400957625, "side_p95_px": 19.722094266720053, "curve_roughness_px": 0.3651798689573182, "corner_mae_px": 13.29783180145159, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.768887735752461, "boundary_mae_px": 3.835418224334717, "boundary_hd95_px": 15.0, "anchor_edge_mae_px": 4.822131885830762, "anchor_local_boundary_mae_px": 3.273082951704661, "worst_six_local_mae_px": 9.050599098205566, "worst_six_local_p95_px": 23.5, "detected_landmarks": { "top_left": [ 251.0, 190.0 ], "top_right": [ 1704.0, 97.0 ], "bottom_left": [ 228.0, 1085.0 ], "bottom_right": [ 1731.0, 1169.0 ], "top": [ 894.0, 147.0 ], "bottom": [ 879.0, 1127.0 ] }, "detected_six_mae_px": 10.363287077764388, "detected_spine_mae_px": 4.612231619139875, "head_landmarks": { "top": [ 888.5803833007812, 143.1155548095703 ], "bottom": [ 880.3121337890625, 1126.3037109375 ], "top_left": [ 254.72434997558594, 187.36846923828125 ], "top_right": [ 1702.1011962890625, 96.66228485107422 ], "bottom_left": [ 231.6499481201172, 1098.684814453125 ], "bottom_right": [ 1733.3397216796875, 1162.52197265625 ] }, "head_six_mae_px": 8.128462308067471, "head_spine_mae_px": 2.512204252142201, "head_outer_mae_px": 10.936591336030105, "head_worst_point_px": 22.284600402815737, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_013", "iou": 0.9833393469533701, "dice": 0.9915996962031624, "side_rms_px": 7.976139993232444, "side_p95_px": 18.449132587561422, "curve_roughness_px": 0.3741698375514437, "corner_mae_px": 16.32599487222769, "score": 0.94140625, "failed": false, "boundary_f1_5px": 0.8558317582878161, "boundary_mae_px": 5.210809230804443, "boundary_hd95_px": 46.0, "anchor_edge_mae_px": 5.2069825100966804, "anchor_local_boundary_mae_px": 4.37006676197052, "worst_six_local_mae_px": 16.702146530151367, "worst_six_local_p95_px": 54.829307556152344, "detected_landmarks": { "top_left": [ 169.0, 248.0 ], "top_right": [ 1649.0, 198.0 ], "bottom_left": [ 214.0, 1183.0 ], "bottom_right": [ 1639.0, 1236.0 ], "top": [ 827.0, 219.0 ], "bottom": [ 831.0, 1213.0 ] }, "detected_six_mae_px": 13.018695485311545, "detected_spine_mae_px": 6.362715446330144, "head_landmarks": { "top": [ 823.1760864257812, 224.68856811523438 ], "bottom": [ 833.84912109375, 1215.1328125 ], "top_left": [ 190.97039794921875, 235.957763671875 ], "top_right": [ 1647.96435546875, 197.09329223632812 ], "bottom_left": [ 201.4752655029297, 1182.9261474609375 ], "bottom_right": [ 1639.4024658203125, 1241.819091796875 ] }, "head_six_mae_px": 5.150865360145656, "head_spine_mae_px": 4.501100171958962, "head_outer_mae_px": 5.475747954239003, "head_worst_point_px": 10.218892106874842, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_015", "iou": 0.9762082393033709, "dice": 0.9879609040062418, "side_rms_px": 3.62229087192284, "side_p95_px": 6.731841292594134, "curve_roughness_px": 0.45229606320665244, "corner_mae_px": 15.407340176122847, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.7260459861644307, "boundary_mae_px": 6.405974864959717, "boundary_hd95_px": 26.570661544799805, "anchor_edge_mae_px": 11.60414698721251, "anchor_local_boundary_mae_px": 6.588799039522807, "worst_six_local_mae_px": 25.27218246459961, "worst_six_local_p95_px": 39.0, "detected_landmarks": { "top_left": [ 323.0, 269.0 ], "top_right": [ 1508.0, 271.0 ], "bottom_left": [ 153.0, 1060.0 ], "bottom_right": [ 1655.0, 1183.0 ], "top": [ 872.0, 346.0 ], "bottom": [ 837.0, 1159.0 ] }, "detected_six_mae_px": 12.91034902026535, "detected_spine_mae_px": 8.139260252405755, "head_landmarks": { "top": [ 871.6334838867188, 346.1770324707031 ], "bottom": [ 826.6809692382812, 1156.19970703125 ], "top_left": [ 328.53009033203125, 261.45245361328125 ], "top_right": [ 1506.6104736328125, 272.21380615234375 ], "bottom_left": [ 152.27626037597656, 1086.8409423828125 ], "bottom_right": [ 1652.861328125, 1180.2647705078125 ] }, "head_six_mae_px": 13.415671601433637, "head_spine_mae_px": 9.833527108811289, "head_outer_mae_px": 15.206743847744809, "head_worst_point_px": 44.21159492939605, "hand_region_boundary_mae_px": 3.1849770545959473, "hand_region_boundary_p95_px": 8.9442720413208 }, { "sample_id": "round2_sample_028", "iou": 0.971337438262875, "dice": 0.9854603472846424, "side_rms_px": 4.09174761279537, "side_p95_px": 7.326234763433106, "curve_roughness_px": 0.4861176149797572, "corner_mae_px": 20.083178297180503, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.6376004255016743, "boundary_mae_px": 7.925414085388184, "boundary_hd95_px": 36.34556198120117, "anchor_edge_mae_px": 5.932890270293082, "anchor_local_boundary_mae_px": 5.382210512955983, "worst_six_local_mae_px": 15.450292587280273, "worst_six_local_p95_px": 45.15416717529297, "detected_landmarks": { "top_left": [ 277.0, 157.0 ], "top_right": [ 1358.0, 213.0 ], "bottom_left": [ 212.0, 1094.0 ], "bottom_right": [ 1488.0, 1070.0 ], "top": [ 834.0, 166.0 ], "bottom": [ 848.0, 1104.0 ] }, "detected_six_mae_px": 16.11914008102984, "detected_spine_mae_px": 8.577747210701755, "head_landmarks": { "top": [ 834.019775390625, 168.07928466796875 ], "bottom": [ 859.1795043945312, 1102.76513671875 ], "top_left": [ 270.98504638671875, 159.02984619140625 ], "top_right": [ 1347.3756103515625, 200.7684326171875 ], "bottom_left": [ 211.96142578125, 1093.209228515625 ], "bottom_right": [ 1477.7943115234375, 1081.412841796875 ] }, "head_six_mae_px": 10.46683562946292, "head_spine_mae_px": 4.2031738785575055, "head_outer_mae_px": 13.598666504915627, "head_worst_point_px": 24.008865794194392, "hand_region_boundary_mae_px": 4.380027770996094, "hand_region_boundary_p95_px": 17.100000381469727 }, { "sample_id": "round2_sample_032", "iou": 0.9776083146808252, "dice": 0.9886773911937214, "side_rms_px": 8.848588846505857, "side_p95_px": 18.19498936103435, "curve_roughness_px": 0.5064285072656335, "corner_mae_px": 21.891535942304426, "score": 0.97265625, "failed": false, "boundary_f1_5px": 0.6529431394535363, "boundary_mae_px": 5.505305290222168, "boundary_hd95_px": 20.2237491607666, "anchor_edge_mae_px": 11.5841947515908, "anchor_local_boundary_mae_px": 5.12662273645401, "worst_six_local_mae_px": 16.757869720458984, "worst_six_local_p95_px": 29.72701072692871, "detected_landmarks": { "top_left": [ 188.0, 310.0 ], "top_right": [ 1523.0, 293.0 ], "bottom_left": [ 360.0, 1216.0 ], "bottom_right": [ 1456.0, 1082.0 ], "top": [ 756.0, 276.0 ], "bottom": [ 897.0, 1006.0 ] }, "detected_six_mae_px": 32.97672377196281, "detected_spine_mae_px": 55.26065750902041, "head_landmarks": { "top": [ 872.6510009765625, 273.3119201660156 ], "bottom": [ 892.9297485351562, 1018.4953002929688 ], "top_left": [ 183.08203125, 304.83673095703125 ], "top_right": [ 1540.8048095703125, 261.1466064453125 ], "bottom_left": [ 357.2638244628906, 1221.856689453125 ], "bottom_right": [ 1459.095458984375, 1082.019287109375 ] }, "head_six_mae_px": 16.27284597616576, "head_spine_mae_px": 15.62793889049803, "head_outer_mae_px": 16.59529951899962, "head_worst_point_px": 25.42021952523337, "hand_region_boundary_mae_px": 11.16555118560791, "hand_region_boundary_p95_px": 39.26701354980469 }, { "sample_id": "round2_sample_033", "iou": 0.9604782710497933, "dice": 0.9798407717474759, "side_rms_px": 8.225822310602553, "side_p95_px": 18.68218581583347, "curve_roughness_px": 0.9411093309248343, "corner_mae_px": 28.446952851658295, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.44651529501674697, "boundary_mae_px": 10.152170181274414, "boundary_hd95_px": 41.48493957519531, "anchor_edge_mae_px": 7.951184463531091, "anchor_local_boundary_mae_px": 7.66620792945226, "worst_six_local_mae_px": 15.189559936523438, "worst_six_local_p95_px": 47.88990020751953, "detected_landmarks": { "top_left": [ 190.0, 215.0 ], "top_right": [ 1583.0, 321.0 ], "bottom_left": [ 335.0, 1255.0 ], "bottom_right": [ 1349.0, 1111.0 ], "top": [ 1064.0, 237.0 ], "bottom": [ 893.0, 1026.0 ] }, "detected_six_mae_px": 39.36963536361505, "detected_spine_mae_px": 60.80407317996521, "head_landmarks": { "top": [ 963.133056640625, 226.2458953857422 ], "bottom": [ 893.2420654296875, 1021.31640625 ], "top_left": [ 173.0826873779297, 210.58282470703125 ], "top_right": [ 1595.6514892578125, 252.12721252441406 ], "bottom_left": [ 330.6719665527344, 1259.0648193359375 ], "bottom_right": [ 1359.8216552734375, 1097.162353515625 ] }, "head_six_mae_px": 39.19041257296764, "head_spine_mae_px": 18.930884900685655, "head_outer_mae_px": 49.32017640910862, "head_worst_point_px": 104.1638671255111, "hand_region_boundary_mae_px": 6.380377769470215, "hand_region_boundary_p95_px": 24.041629791259766 }, { "sample_id": "round2_sample_036", "iou": 0.9893230831517708, "dice": 0.9946328894795141, "side_rms_px": 8.96947178145791, "side_p95_px": 21.1682583870634, "curve_roughness_px": 0.24950557282763805, "corner_mae_px": 6.558797642309948, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.799142962264159, "boundary_mae_px": 2.8831300735473633, "boundary_hd95_px": 14.0, "anchor_edge_mae_px": 2.069035593728849, "anchor_local_boundary_mae_px": 1.9117819766203563, "worst_six_local_mae_px": 3.9499154090881348, "worst_six_local_p95_px": 15.0, "detected_landmarks": { "top_left": [ 347.0, 101.0 ], "top_right": [ 1586.0, 129.0 ], "bottom_left": [ 294.0, 1113.0 ], "bottom_right": [ 1557.0, 1159.0 ], "top": [ 971.0, 162.0 ], "bottom": [ 931.0, 1086.0 ] }, "detected_six_mae_px": 6.0614343149506995, "detected_spine_mae_px": 4.802775637731995, "head_landmarks": { "top": [ 967.6270141601562, 159.77102661132812 ], "bottom": [ 925.6524047851562, 1089.2021484375 ], "top_left": [ 350.60699462890625, 99.81820678710938 ], "top_right": [ 1583.4105224609375, 130.1024627685547 ], "bottom_left": [ 308.7170104980469, 1115.8538818359375 ], "bottom_right": [ 1555.412109375, 1157.0198974609375 ] }, "head_six_mae_px": 7.760497729058861, "head_spine_mae_px": 4.206553827439036, "head_outer_mae_px": 9.537469679868774, "head_worst_point_px": 16.95886439374121, "hand_region_boundary_mae_px": 5.035553932189941, "hand_region_boundary_p95_px": 19.89706039428711 }, { "sample_id": "round2_sample_048", "iou": 0.9552466003653338, "dice": 0.9771111226449369, "side_rms_px": 9.392591636904422, "side_p95_px": 15.418822215857466, "curve_roughness_px": 0.6316588788210755, "corner_mae_px": 15.178440733291984, "score": 0.94921875, "failed": false, "boundary_f1_5px": 0.6533347252280889, "boundary_mae_px": 11.680097579956055, "boundary_hd95_px": 58.694122314453125, "anchor_edge_mae_px": 1.5202200572599402, "anchor_local_boundary_mae_px": 4.978425006071727, "worst_six_local_mae_px": 16.253658294677734, "worst_six_local_p95_px": 42.0, "detected_landmarks": { "top_left": [ 411.0, 217.0 ], "top_right": [ 1602.0, 180.0 ], "bottom_left": [ 462.0, 1197.0 ], "bottom_right": [ 1569.0, 1252.0 ], "top": [ 965.0, 129.0 ], "bottom": [ 1019.0, 1068.0 ] }, "detected_six_mae_px": 13.286586482856421, "detected_spine_mae_px": 10.002039759017002, "head_landmarks": { "top": [ 958.428955078125, 135.50852966308594 ], "bottom": [ 1013.408447265625, 1066.8956298828125 ], "top_left": [ 426.2056579589844, 210.59625244140625 ], "top_right": [ 1597.2568359375, 181.82958984375 ], "bottom_left": [ 465.19390869140625, 1192.37255859375 ], "bottom_right": [ 1591.65869140625, 1245.891357421875 ] }, "head_six_mae_px": 17.14500205911776, "head_spine_mae_px": 8.623775952537677, "head_outer_mae_px": 21.4056151124078, "head_worst_point_px": 57.235979910616095, "hand_region_boundary_mae_px": 4.083775520324707, "hand_region_boundary_p95_px": 15.132745742797852 }, { "sample_id": "round2_sample_050", "iou": 0.9857792088155043, "dice": 0.992838684622457, "side_rms_px": 2.190487492510122, "side_p95_px": 4.626812419993155, "curve_roughness_px": 0.44851062868510505, "corner_mae_px": 14.538773207053719, "score": 0.97265625, "failed": false, "boundary_f1_5px": 0.8639437111293293, "boundary_mae_px": 3.5247483253479004, "boundary_hd95_px": 14.866067886352539, "anchor_edge_mae_px": 3.255389982165551, "anchor_local_boundary_mae_px": 4.153004765510559, "worst_six_local_mae_px": 10.565632820129395, "worst_six_local_p95_px": 31.04511833190918, "detected_landmarks": { "top_left": [ 389.0, 70.0 ], "top_right": [ 1516.0, 196.0 ], "bottom_left": [ 290.0, 1038.0 ], "bottom_right": [ 1501.0, 1225.0 ], "top": [ 931.0, 242.0 ], "bottom": [ 847.0, 1126.0 ] }, "detected_six_mae_px": 17.00774691748744, "detected_spine_mae_px": 22.087235484494066, "head_landmarks": { "top": [ 928.7128295898438, 246.3148956298828 ], "bottom": [ 887.4356689453125, 1129.751220703125 ], "top_left": [ 392.28753662109375, 69.56404113769531 ], "top_right": [ 1499.3878173828125, 194.17958068847656 ], "bottom_left": [ 297.0992126464844, 1045.1712646484375 ], "bottom_right": [ 1497.41162109375, 1224.6357421875 ] }, "head_six_mae_px": 10.821314310708694, "head_spine_mae_px": 3.099587306354131, "head_outer_mae_px": 14.682177812885975, "head_worst_point_px": 25.060944804898778, "hand_region_boundary_mae_px": 5.80226993560791, "hand_region_boundary_p95_px": 29.048168182373047 } ], "total": 10, "failures": 0 }, "projected": { "boundary_mae_px": 5.8015732049942015, "worst_six_local_p95_px": 33.576731014251706, "worst_six_local_mae_px": 14.666312551498413, "dice": 0.9887601066629454, "corner_mae_px": 19.191637983381728, "head_six_mae_px": 13.080878771138293, "iou": 0.9778370241524261, "anchor_local_boundary_mae_px": 5.936399585008621, "head_worst_point_px": 33.347462173029115, "hand_region_boundary_mae_px": 5.586998224258423, "hand_region_boundary_p95_px": 14.779415471213204, "head_spine_mae_px": 7.307311172236768, "detected_spine_mae_px": 23.195497784158036, "curve_roughness_px": 0.29526493667074105, "side_p95_px": 0.47135589360388375, "anchor_edge_mae_px": 8.312158650221726, "head_outer_mae_px": 15.967662570589056, "detected_six_mae_px": 20.427929840328577, "boundary_f1_5px": 0.7301464227693272, "side_rms_px": 0.28658965546317344, "score": 0.96171875, "boundary_hd95_px": 24.188273429870605, "samples": [ { "sample_id": "round2_sample_007", "iou": 0.988094001976426, "dice": 0.9940113505640389, "side_rms_px": 0.2904517736003381, "side_p95_px": 0.47438613256911244, "curve_roughness_px": 0.21532531750355488, "corner_mae_px": 7.042395796655937, "score": 0.953125, "failed": false, "boundary_f1_5px": 0.8270868634294112, "boundary_mae_px": 3.0143790245056152, "boundary_hd95_px": 10.0, "anchor_edge_mae_px": 3.767591879243998, "anchor_local_boundary_mae_px": 2.486379384994507, "worst_six_local_mae_px": 5.8664960861206055, "worst_six_local_p95_px": 10.942582130432129, "detected_landmarks": { "top_left": [ 285.0, 144.0 ], "top_right": [ 1485.0, 220.0 ], "bottom_left": [ 265.0, 1089.0 ], "bottom_right": [ 1537.0, 1027.0 ], "top": [ 923.0, 216.0 ], "bottom": [ 935.0, 1051.0 ] }, "detected_six_mae_px": 6.527959214536192, "detected_spine_mae_px": 5.277449242648899, "head_landmarks": { "top": [ 923.0997924804688, 223.3839111328125 ], "bottom": [ 937.5382690429688, 1048.3116455078125 ], "top_left": [ 286.98004150390625, 141.76235961914062 ], "top_right": [ 1472.4794921875, 213.3968963623047 ], "bottom_left": [ 270.5762634277344, 1093.3250732421875 ], "bottom_right": [ 1536.0584716796875, 1030.6624755859375 ] }, "head_six_mae_px": 2.456880164254546, "head_spine_mae_px": 1.5343654333831964, "head_outer_mae_px": 2.9181375296902203, "head_worst_point_px": 3.9107927370095603, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_012", "iou": 0.992917549586698, "dice": 0.996446189951626, "side_rms_px": 0.28965465798908563, "side_p95_px": 0.4750974605539463, "curve_roughness_px": 0.2777855188042824, "corner_mae_px": 8.94219017924584, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.8984984510836099, "boundary_mae_px": 2.1152148246765137, "boundary_hd95_px": 6.0, "anchor_edge_mae_px": 6.799235205590507, "anchor_local_boundary_mae_px": 3.388246774673462, "worst_six_local_mae_px": 11.76313304901123, "worst_six_local_p95_px": 23.0, "detected_landmarks": { "top_left": [ 275.0, 186.0 ], "top_right": [ 1712.0, 97.0 ], "bottom_left": [ 257.0, 1099.0 ], "bottom_right": [ 1733.0, 1169.0 ], "top": [ 903.0, 135.0 ], "bottom": [ 892.0, 1130.0 ] }, "detected_six_mae_px": 10.727553066954053, "detected_spine_mae_px": 14.686840917729384, "head_landmarks": { "top": [ 888.5803833007812, 143.1155548095703 ], "bottom": [ 880.3121337890625, 1126.3037109375 ], "top_left": [ 254.72434997558594, 187.36846923828125 ], "top_right": [ 1702.1011962890625, 96.66228485107422 ], "bottom_left": [ 231.6499481201172, 1098.684814453125 ], "bottom_right": [ 1733.3397216796875, 1162.52197265625 ] }, "head_six_mae_px": 8.128462308067471, "head_spine_mae_px": 2.512204252142201, "head_outer_mae_px": 10.936591336030105, "head_worst_point_px": 22.284600402815737, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_013", "iou": 0.9819883855558833, "dice": 0.9909123511644267, "side_rms_px": 0.28625746281924025, "side_p95_px": 0.4737868212385882, "curve_roughness_px": 0.25149021266534793, "corner_mae_px": 28.627448462368747, "score": 0.94140625, "failed": false, "boundary_f1_5px": 0.8147907282075664, "boundary_mae_px": 5.504025936126709, "boundary_hd95_px": 32.0, "anchor_edge_mae_px": 12.332484687765337, "anchor_local_boundary_mae_px": 7.8884411454200745, "worst_six_local_mae_px": 19.26099395751953, "worst_six_local_p95_px": 49.0, "detected_landmarks": { "top_left": [ 152.0, 255.0 ], "top_right": [ 1655.0, 198.0 ], "bottom_left": [ 235.0, 1189.0 ], "bottom_right": [ 1647.0, 1235.0 ], "top": [ 840.0, 214.0 ], "bottom": [ 848.0, 1218.0 ] }, "detected_six_mae_px": 25.92284373727234, "detected_spine_mae_px": 20.878959725141023, "head_landmarks": { "top": [ 823.1760864257812, 224.68856811523438 ], "bottom": [ 833.84912109375, 1215.1328125 ], "top_left": [ 190.97039794921875, 235.957763671875 ], "top_right": [ 1647.96435546875, 197.09329223632812 ], "bottom_left": [ 201.4752655029297, 1182.9261474609375 ], "bottom_right": [ 1639.4024658203125, 1241.819091796875 ] }, "head_six_mae_px": 5.150865360145656, "head_spine_mae_px": 4.501100171958962, "head_outer_mae_px": 5.475747954239003, "head_worst_point_px": 10.218892106874842, "hand_region_boundary_mae_px": null, "hand_region_boundary_p95_px": null }, { "sample_id": "round2_sample_015", "iou": 0.9750890430613933, "dice": 0.9873874258853693, "side_rms_px": 0.2822819438755305, "side_p95_px": 0.46644462606774795, "curve_roughness_px": 0.3148518172000862, "corner_mae_px": 20.97501088281811, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.6877140050145545, "boundary_mae_px": 6.6888957023620605, "boundary_hd95_px": 27.459060668945312, "anchor_edge_mae_px": 15.17360656009027, "anchor_local_boundary_mae_px": 8.709631303946177, "worst_six_local_mae_px": 25.422779083251953, "worst_six_local_p95_px": 37.71593475341797, "detected_landmarks": { "top_left": [ 360.0, 262.0 ], "top_right": [ 1512.0, 271.0 ], "bottom_left": [ 149.0, 1059.0 ], "bottom_right": [ 1659.0, 1183.0 ], "top": [ 872.0, 347.0 ], "bottom": [ 676.0, 1128.0 ] }, "detected_six_mae_px": 42.052662996740096, "detected_spine_mae_px": 84.67107206591837, "head_landmarks": { "top": [ 871.6334838867188, 346.1770324707031 ], "bottom": [ 826.6809692382812, 1156.19970703125 ], "top_left": [ 328.53009033203125, 261.45245361328125 ], "top_right": [ 1506.6104736328125, 272.21380615234375 ], "bottom_left": [ 152.27626037597656, 1086.8409423828125 ], "bottom_right": [ 1652.861328125, 1180.2647705078125 ] }, "head_six_mae_px": 13.415671601433637, "head_spine_mae_px": 9.833527108811289, "head_outer_mae_px": 15.206743847744809, "head_worst_point_px": 44.21159492939605, "hand_region_boundary_mae_px": 2.971259593963623, "hand_region_boundary_p95_px": 8.0 }, { "sample_id": "round2_sample_028", "iou": 0.9712225581437862, "dice": 0.9854012213195692, "side_rms_px": 0.2866250212019599, "side_p95_px": 0.4710987044410806, "curve_roughness_px": 0.3088728364105253, "corner_mae_px": 25.382795897978152, "score": 0.9765625, "failed": false, "boundary_f1_5px": 0.6365255411645231, "boundary_mae_px": 7.755495071411133, "boundary_hd95_px": 34.525352478027344, "anchor_edge_mae_px": 10.306284595359193, "anchor_local_boundary_mae_px": 6.3689519961675005, "worst_six_local_mae_px": 14.761112213134766, "worst_six_local_p95_px": 42.42640686035156, "detected_landmarks": { "top_left": [ 275.0, 157.0 ], "top_right": [ 1367.0, 219.0 ], "bottom_left": [ 227.0, 1094.0 ], "bottom_right": [ 1497.0, 1066.0 ], "top": [ 825.0, 154.0 ], "bottom": [ 860.0, 1105.0 ] }, "detected_six_mae_px": 20.660231710389798, "detected_spine_mae_px": 11.618136228838608, "head_landmarks": { "top": [ 834.019775390625, 168.07928466796875 ], "bottom": [ 859.1795043945312, 1102.76513671875 ], "top_left": [ 270.98504638671875, 159.02984619140625 ], "top_right": [ 1347.3756103515625, 200.7684326171875 ], "bottom_left": [ 211.96142578125, 1093.209228515625 ], "bottom_right": [ 1477.7943115234375, 1081.412841796875 ] }, "head_six_mae_px": 10.46683562946292, "head_spine_mae_px": 4.2031738785575055, "head_outer_mae_px": 13.598666504915627, "head_worst_point_px": 24.008865794194392, "hand_region_boundary_mae_px": 4.281320571899414, "hand_region_boundary_p95_px": 14.0 }, { "sample_id": "round2_sample_032", "iou": 0.979340972884484, "dice": 0.989562673941211, "side_rms_px": 0.28537224395217237, "side_p95_px": 0.4707885245881, "curve_roughness_px": 0.27964614773311447, "corner_mae_px": 21.08585586448456, "score": 0.97265625, "failed": false, "boundary_f1_5px": 0.6109880529801234, "boundary_mae_px": 4.871834754943848, "boundary_hd95_px": 12.165525436401367, "anchor_edge_mae_px": 11.477095980176543, "anchor_local_boundary_mae_px": 6.301699141661326, "worst_six_local_mae_px": 14.200629234313965, "worst_six_local_p95_px": 23.513484954833984, "detected_landmarks": { "top_left": [ 172.0, 305.0 ], "top_right": [ 1535.0, 296.0 ], "bottom_left": [ 367.0, 1217.0 ], "bottom_right": [ 1465.0, 1080.0 ], "top": [ 855.0, 270.0 ], "bottom": [ 897.0, 1006.0 ] }, "detected_six_mae_px": 15.905729908586322, "detected_spine_mae_px": 5.841619252963779, "head_landmarks": { "top": [ 872.6510009765625, 273.3119201660156 ], "bottom": [ 892.9297485351562, 1018.4953002929688 ], "top_left": [ 183.08203125, 304.83673095703125 ], "top_right": [ 1540.8048095703125, 261.1466064453125 ], "bottom_left": [ 357.2638244628906, 1221.856689453125 ], "bottom_right": [ 1459.095458984375, 1082.019287109375 ] }, "head_six_mae_px": 16.27284597616576, "head_spine_mae_px": 15.62793889049803, "head_outer_mae_px": 16.59529951899962, "head_worst_point_px": 25.42021952523337, "hand_region_boundary_mae_px": 10.218368530273438, "hand_region_boundary_p95_px": 13.038405418395996 }, { "sample_id": "round2_sample_033", "iou": 0.9621632779814379, "dice": 0.9807168330774765, "side_rms_px": 0.2817992348186929, "side_p95_px": 0.46208333192519685, "curve_roughness_px": 0.4458547272280118, "corner_mae_px": 33.441411652099674, "score": 0.96875, "failed": false, "boundary_f1_5px": 0.5202078363071988, "boundary_mae_px": 9.57237434387207, "boundary_hd95_px": 42.17103576660156, "anchor_edge_mae_px": 9.923983576738886, "anchor_local_boundary_mae_px": 9.51346206665039, "worst_six_local_mae_px": 18.83013153076172, "worst_six_local_p95_px": 59.099910736083984, "detected_landmarks": { "top_left": [ 166.0, 201.0 ], "top_right": [ 1580.0, 321.0 ], "bottom_left": [ 348.0, 1259.0 ], "bottom_right": [ 1370.0, 1107.0 ], "top": [ 1067.0, 237.0 ], "bottom": [ 892.0, 1026.0 ] }, "detected_six_mae_px": 42.89747856817451, "detected_spine_mae_px": 62.303794577566876, "head_landmarks": { "top": [ 963.133056640625, 226.2458953857422 ], "bottom": [ 893.2420654296875, 1021.31640625 ], "top_left": [ 173.0826873779297, 210.58282470703125 ], "top_right": [ 1595.6514892578125, 252.12721252441406 ], "bottom_left": [ 330.6719665527344, 1259.0648193359375 ], "bottom_right": [ 1359.8216552734375, 1097.162353515625 ] }, "head_six_mae_px": 39.19041257296764, "head_spine_mae_px": 18.930884900685655, "head_outer_mae_px": 49.32017640910862, "head_worst_point_px": 104.1638671255111, "hand_region_boundary_mae_px": 3.755472421646118, "hand_region_boundary_p95_px": 5.099019527435303 }, { "sample_id": "round2_sample_036", "iou": 0.9857990272912592, "dice": 0.9928487361945626, "side_rms_px": 0.2893252352058197, "side_p95_px": 0.47245059626808505, "curve_roughness_px": 0.20575233029708018, "corner_mae_px": 12.119717063892868, "score": 0.9609375, "failed": false, "boundary_f1_5px": 0.7655376525942158, "boundary_mae_px": 3.802755832672119, "boundary_hd95_px": 18.0, "anchor_edge_mae_px": 7.336954811073778, "anchor_local_boundary_mae_px": 4.116752366224925, "worst_six_local_mae_px": 10.675098419189453, "worst_six_local_p95_px": 22.022714614868164, "detected_landmarks": { "top_left": [ 386.0, 97.0 ], "top_right": [ 1597.0, 129.0 ], "bottom_left": [ 301.0, 1114.0 ], "bottom_right": [ 1562.0, 1159.0 ], "top": [ 970.0, 162.0 ], "bottom": [ 936.0, 1086.0 ] }, "detected_six_mae_px": 10.274923307788864, "detected_spine_mae_px": 6.8492678180810636, "head_landmarks": { "top": [ 967.6270141601562, 159.77102661132812 ], "bottom": [ 925.6524047851562, 1089.2021484375 ], "top_left": [ 350.60699462890625, 99.81820678710938 ], "top_right": [ 1583.4105224609375, 130.1024627685547 ], "bottom_left": [ 308.7170104980469, 1115.8538818359375 ], "bottom_right": [ 1555.412109375, 1157.0198974609375 ] }, "head_six_mae_px": 7.760497729058861, "head_spine_mae_px": 4.206553827439036, "head_outer_mae_px": 9.537469679868774, "head_worst_point_px": 16.95886439374121, "hand_region_boundary_mae_px": 8.0554838180542, "hand_region_boundary_p95_px": 21.02379608154297 }, { "sample_id": "round2_sample_048", "iou": 0.9549171669586076, "dice": 0.9769387502430444, "side_rms_px": 0.2884019209939412, "side_p95_px": 0.47541821905718445, "curve_roughness_px": 0.3530849064165997, "corner_mae_px": 25.73569107227471, "score": 0.94921875, "failed": false, "boundary_f1_5px": 0.6689971806738219, "boundary_mae_px": 11.382421493530273, "boundary_hd95_px": 48.56175994873047, "anchor_edge_mae_px": 2.284517796864425, "anchor_local_boundary_mae_px": 7.271480739116669, "worst_six_local_mae_px": 19.774677276611328, "worst_six_local_p95_px": 54.0462760925293, "detected_landmarks": { "top_left": [ 414.0, 216.0 ], "top_right": [ 1626.0, 182.0 ], "bottom_left": [ 462.0, 1197.0 ], "bottom_right": [ 1589.0, 1252.0 ], "top": [ 975.0, 125.0 ], "bottom": [ 1019.0, 1068.0 ] }, "detected_six_mae_px": 21.729096271195626, "detected_spine_mae_px": 14.21557030845889, "head_landmarks": { "top": [ 958.428955078125, 135.50852966308594 ], "bottom": [ 1013.408447265625, 1066.8956298828125 ], "top_left": [ 426.2056579589844, 210.59625244140625 ], "top_right": [ 1597.2568359375, 181.82958984375 ], "bottom_left": [ 465.19390869140625, 1192.37255859375 ], "bottom_right": [ 1591.65869140625, 1245.891357421875 ] }, "head_six_mae_px": 17.14500205911776, "head_spine_mae_px": 8.623775952537677, "head_outer_mae_px": 21.4056151124078, "head_worst_point_px": 57.235979910616095, "hand_region_boundary_mae_px": 4.006848335266113, "hand_region_boundary_p95_px": 15.0 }, { "sample_id": "round2_sample_050", "iou": 0.986838258084286, "dice": 0.9933755342881284, "side_rms_px": 0.2857270601749541, "side_p95_px": 0.47200451932979604, "curve_roughness_px": 0.29998555244880837, "corner_mae_px": 8.563862961998677, "score": 0.97265625, "failed": false, "boundary_f1_5px": 0.8711179162382469, "boundary_mae_px": 3.308335065841675, "boundary_hd95_px": 11.0, "anchor_edge_mae_px": 3.719831409314322, "anchor_local_boundary_mae_px": 3.3189509312311807, "worst_six_local_mae_px": 6.10807466506958, "worst_six_local_p95_px": 14.0, "detected_landmarks": { "top_left": [ 402.0, 71.0 ], "top_right": [ 1513.0, 196.0 ], "bottom_left": [ 307.0, 1042.0 ], "bottom_right": [ 1499.0, 1225.0 ], "top": [ 931.0, 242.0 ], "bottom": [ 895.0, 1131.0 ] }, "detected_six_mae_px": 7.580819621647954, "detected_spine_mae_px": 5.6122677042334645, "head_landmarks": { "top": [ 928.7128295898438, 246.3148956298828 ], "bottom": [ 887.4356689453125, 1129.751220703125 ], "top_left": [ 392.28753662109375, 69.56404113769531 ], "top_right": [ 1499.3878173828125, 194.17958068847656 ], "bottom_left": [ 297.0992126464844, 1045.1712646484375 ], "bottom_right": [ 1497.41162109375, 1224.6357421875 ] }, "head_six_mae_px": 10.821314310708694, "head_spine_mae_px": 3.099587306354131, "head_outer_mae_px": 14.682177812885975, "head_worst_point_px": 25.060944804898778, "hand_region_boundary_mae_px": 5.820234298706055, "hand_region_boundary_p95_px": 27.294687271118164 } ], "total": 10, "failures": 0 } }, "export_weights": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\model_exports\\sam_book100_diverse1000_20261026\\sam_joint_sixpoints_local_weights.pt", "export_sha256": "776eb76b6802d3107285360db455d94676ca1bb4076655b84c0f687ad6d41c4b", "export_bytes": 29486383, "previous_default": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\model_exports\\sam_book100_improvement_20261025\\sam_joint_sixpoints_local_weights.pt", "dependency_checkpoint": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book50_repaired_geometry_20261011\\efficientsam3_book_spread_best.pt", "dependency_sha256": "43f8d767fe440eb7c5751e62d802ee798de16711344cd344482aeefc4cc4a72c", "shared_full_base": "C:\\Users\\yuhan\\OneDrive\\Desktop\\SUrface\\sam_page_lab\\finetune_runs\\book50_repaired_geometry_20261011\\efficientsam3_book_spread_best.pt", "shared_full_base_sha256": "43f8d767fe440eb7c5751e62d802ee798de16711344cd344482aeefc4cc4a72c", "optimizer_saved": false, "disk_feature_cache_created": false, "guard_results": { "raw_boundary_improves": false, "projected_boundary_preserved": false, "six_points_within_5pct": true, "spine_within_10pct": true, "hand_boundary_within_5pct": true, "no_failures": true }, "actual_updates": 1000, "selected_update": 980, "validation": "same real ten, repeatedly reused for selection; not independent test", "changed_factors": [ "500 to1000 synthetic pool, including500 independent new geometries", "synthetic exposure25% to30%; loss weight0.35 to0.5", "continue selected920, reduce SAM/local learning rates", "share GT-matched query for mask and six-point branches; rotation-safe geometric losses" ] }