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Zhiming Hu 2025-04-30 14:15:00 +02:00
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checkpoints/hot3d/scene2/attended_hand_recognition_model.pt Normal file
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checkpoints/hot3d/scene2/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
10.0,0.0031512470486230455,0.7021381167567796,0.8402169120884563,0.6901813036133927,0.8264494744106567
20.0,0.0018867680126765363,0.7021381167072633,0.8624022141829342,0.6901813036133927,0.8494821318172411
30.0,0.0011296777049628276,0.7021381160817937,0.8747672176315217,0.6901813036133927,0.8499820602572988
40.0,0.0006763797713952794,0.7021381155110528,0.8815414452682059,0.6901813036133927,0.8484319224921495
50.0,0.0004049735540879638,0.7021381158498488,0.8865171791290529,0.6901813036133927,0.8488455337082769
60.0,0.00024247262624711545,0.7021381161156733,0.8899246960738945,0.6901813036133927,0.847752164009063
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.7021381167567796 0.8402169120884563 0.6901813036133927 0.8264494744106567
3 20.0 0.0018867680126765363 0.7021381167072633 0.8624022141829342 0.6901813036133927 0.8494821318172411
4 30.0 0.0011296777049628276 0.7021381160817937 0.8747672176315217 0.6901813036133927 0.8499820602572988
5 40.0 0.0006763797713952794 0.7021381155110528 0.8815414452682059 0.6901813036133927 0.8484319224921495
6 50.0 0.0004049735540879638 0.7021381158498488 0.8865171791290529 0.6901813036133927 0.8488455337082769
7 60.0 0.00024247262624711545 0.7021381161156733 0.8899246960738945 0.6901813036133927 0.847752164009063

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checkpoints/hot3d/scene2/gaze_estimation_model_last.pt Normal file
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checkpoints/hot3d/scene2/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
10.0,0.0031512470486230455,8.839351579997135,23.505237637305886,9.701928491884642,22.82643943394779
20.0,0.0018867680126765363,8.0279754825312,23.505237625713846,9.222408025492149,22.82643943394779
30.0,0.0011296777049628276,7.478540301192631,23.50523756792046,8.860391529150753,22.82643943394779
40.0,0.0006763797713952794,7.155920212053355,23.505237645728876,8.689459985116457,22.82643943394779
50.0,0.0004049735540879638,6.943932257432076,23.505237599193936,8.75292004044837,22.82643943394779
60.0,0.00024247262624711545,6.828086620144171,23.505237697934735,8.7168934796975,22.82643943394779
70.0,0.00014517731808828924,6.745624930361051,23.505237540900172,8.723768544186793,22.82643943394779
80.0,8.69230230790188e-05,6.688888099966966,23.505237563083494,8.702503739012487,22.82643943394779
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.839351579997135 23.505237637305886 9.701928491884642 22.82643943394779
3 20.0 0.0018867680126765363 8.0279754825312 23.505237625713846 9.222408025492149 22.82643943394779
4 30.0 0.0011296777049628276 7.478540301192631 23.50523756792046 8.860391529150753 22.82643943394779
5 40.0 0.0006763797713952794 7.155920212053355 23.505237645728876 8.689459985116457 22.82643943394779
6 50.0 0.0004049735540879638 6.943932257432076 23.505237599193936 8.75292004044837 22.82643943394779
7 60.0 0.00024247262624711545 6.828086620144171 23.505237697934735 8.7168934796975 22.82643943394779
8 70.0 0.00014517731808828924 6.745624930361051 23.505237540900172 8.723768544186793 22.82643943394779
9 80.0 8.69230230790188e-05 6.688888099966966 23.505237563083494 8.702503739012487 22.82643943394779