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Zhiming Hu 2025-04-30 14:15:00 +02:00
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checkpoints/hot3d/scene1/attended_hand_recognition_model.pt Normal file
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checkpoints/hot3d/scene1/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
10.0,0.0031512470486230455,0.6816170010865429,0.852783038866365,0.7241098171488276,0.8022957816714968
20.0,0.0018867680126765363,0.6816170011223602,0.8716868679089899,0.7241098171488276,0.819822787597355
30.0,0.0011296777049628276,0.6816170013059245,0.8825985085263077,0.7241098171488276,0.8229033185732267
40.0,0.0006763797713952794,0.6816170021420371,0.8881970469835044,0.7241098171488276,0.8239226446778548
50.0,0.0004049735540879638,0.6816170025595338,0.8919577810969009,0.7241098171488276,0.8248788276437122
60.0,0.00024247262624711545,0.6816170014827729,0.8943664556306086,0.7241098171488276,0.8249509930207405
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6816170010865429 0.852783038866365 0.7241098171488276 0.8022957816714968
3 20.0 0.0018867680126765363 0.6816170011223602 0.8716868679089899 0.7241098171488276 0.819822787597355
4 30.0 0.0011296777049628276 0.6816170013059245 0.8825985085263077 0.7241098171488276 0.8229033185732267
5 40.0 0.0006763797713952794 0.6816170021420371 0.8881970469835044 0.7241098171488276 0.8239226446778548
6 50.0 0.0004049735540879638 0.6816170025595338 0.8919577810969009 0.7241098171488276 0.8248788276437122
7 60.0 0.00024247262624711545 0.6816170014827729 0.8943664556306086 0.7241098171488276 0.8249509930207405

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checkpoints/hot3d/scene1/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
10.0,0.0031512470486230455,8.74235833757656,22.929272996737275,10.080445969203966,23.691519417545646
20.0,0.0018867680126765363,7.879988509958766,22.92927302668063,9.581555476071555,23.691519417545646
30.0,0.0011296777049628276,7.3950617451102945,22.929273043729715,9.036600356479111,23.691519417545646
40.0,0.0006763797713952794,7.07688238604103,22.92927304215375,8.760339399561913,23.691519417545646
50.0,0.0004049735540879638,6.9027446432564235,22.929273003757487,8.635063652772557,23.691519417545646
60.0,0.00024247262624711545,6.775644442450048,22.929273132700157,8.549054237754392,23.691519417545646
70.0,0.00014517731808828924,6.714401105429294,22.929273023958505,8.694673094179414,23.691519417545646
80.0,8.69230230790188e-05,6.677202380895346,22.92927304903069,8.57591808497942,23.691519417545646
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.74235833757656 22.929272996737275 10.080445969203966 23.691519417545646
3 20.0 0.0018867680126765363 7.879988509958766 22.92927302668063 9.581555476071555 23.691519417545646
4 30.0 0.0011296777049628276 7.3950617451102945 22.929273043729715 9.036600356479111 23.691519417545646
5 40.0 0.0006763797713952794 7.07688238604103 22.92927304215375 8.760339399561913 23.691519417545646
6 50.0 0.0004049735540879638 6.9027446432564235 22.929273003757487 8.635063652772557 23.691519417545646
7 60.0 0.00024247262624711545 6.775644442450048 22.929273132700157 8.549054237754392 23.691519417545646
8 70.0 0.00014517731808828924 6.714401105429294 22.929273023958505 8.694673094179414 23.691519417545646
9 80.0 8.69230230790188e-05 6.677202380895346 22.92927304903069 8.57591808497942 23.691519417545646