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Zhiming Hu 2025-04-30 14:15:00 +02:00
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checkpoints/hot3d/scene3/attended_hand_recognition_model.pt Normal file
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checkpoints/hot3d/scene3/attended_hand_recognition_results.csv Normal file
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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.7052336015288246,0.8534142175928565,0.661994266023742,0.8135229105560388
20.0,0.0018867680126765363,0.7052336013105647,0.8725956164871361,0.661994266023742,0.831561643393579
30.0,0.0011296777049628276,0.7052336017095152,0.883130780337477,0.661994266023742,0.8272765153270717
40.0,0.0006763797713952794,0.7052336016146974,0.8908625688394565,0.661994266023742,0.8306551724193417
50.0,0.0004049735540879638,0.7052336010994608,0.8941962028439242,0.661994266023742,0.8302761033822049
60.0,0.00024247262624711545,0.7052336012712063,0.8975138279303041,0.661994266023742,0.8269304087636498
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.7052336015288246 0.8534142175928565 0.661994266023742 0.8135229105560388
3 20.0 0.0018867680126765363 0.7052336013105647 0.8725956164871361 0.661994266023742 0.831561643393579
4 30.0 0.0011296777049628276 0.7052336017095152 0.883130780337477 0.661994266023742 0.8272765153270717
5 40.0 0.0006763797713952794 0.7052336016146974 0.8908625688394565 0.661994266023742 0.8306551724193417
6 50.0 0.0004049735540879638 0.7052336010994608 0.8941962028439242 0.661994266023742 0.8302761033822049
7 60.0 0.00024247262624711545 0.7052336012712063 0.8975138279303041 0.661994266023742 0.8269304087636498

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checkpoints/hot3d/scene3/gaze_estimation_results.csv Normal file
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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,8.883382703181908,23.21022984623519,10.4297500209549,23.16488788543437
20.0,0.0018867680126765363,7.782790481198015,23.210229789501916,9.385957283378383,23.16488788543437
30.0,0.0011296777049628276,7.3295042459914015,23.210229956037832,8.8375927512519,23.16488788543437
40.0,0.0006763797713952794,7.08854188886722,23.21022992380692,8.90408793085143,23.16488788543437
50.0,0.0004049735540879638,6.931669339063979,23.21022993880603,8.754324602049273,23.16488788543437
60.0,0.00024247262624711545,6.825089292923836,23.21022987319924,8.792744936666029,23.16488788543437
70.0,0.00014517731808828924,6.76963417329046,23.210229846750426,8.694600144187069,23.16488788543437
80.0,8.69230230790188e-05,6.737586019620012,23.210229833812264,8.71311124122629,23.16488788543437
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.883382703181908 23.21022984623519 10.4297500209549 23.16488788543437
3 20.0 0.0018867680126765363 7.782790481198015 23.210229789501916 9.385957283378383 23.16488788543437
4 30.0 0.0011296777049628276 7.3295042459914015 23.210229956037832 8.8375927512519 23.16488788543437
5 40.0 0.0006763797713952794 7.08854188886722 23.21022992380692 8.90408793085143 23.16488788543437
6 50.0 0.0004049735540879638 6.931669339063979 23.21022993880603 8.754324602049273 23.16488788543437
7 60.0 0.00024247262624711545 6.825089292923836 23.21022987319924 8.792744936666029 23.16488788543437
8 70.0 0.00014517731808828924 6.76963417329046 23.210229846750426 8.694600144187069 23.16488788543437
9 80.0 8.69230230790188e-05 6.737586019620012 23.210229833812264 8.71311124122629 23.16488788543437