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Zhiming Hu 2025-04-30 14:15:00 +02:00
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checkpoints/hot3d/user1/attended_hand_recognition_model.pt Normal file
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checkpoints/hot3d/user1/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
10.0,0.0031512470486230455,0.6967981925509015,0.8302275884102602,0.6967302647043779,0.8086298808019007
20.0,0.0018867680126765363,0.696825941169604,0.8459507790012438,0.6967302647043779,0.8300570517057798
30.0,0.0011296777049628276,0.6967939224521644,0.8587645590916032,0.6967302647043779,0.8328419266690059
40.0,0.0006763797713952794,0.6967939235514304,0.866474601211118,0.6967302647043779,0.8400695022933019
50.0,0.0004049735540879638,0.6967939230934029,0.8740437618288838,0.6967302647043779,0.8441059351178314
60.0,0.00024247262624711545,0.6967939231544733,0.8783235607332871,0.6967302647043779,0.8460717301882389
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6967981925509015 0.8302275884102602 0.6967302647043779 0.8086298808019007
3 20.0 0.0018867680126765363 0.696825941169604 0.8459507790012438 0.6967302647043779 0.8300570517057798
4 30.0 0.0011296777049628276 0.6967939224521644 0.8587645590916032 0.6967302647043779 0.8328419266690059
5 40.0 0.0006763797713952794 0.6967939235514304 0.866474601211118 0.6967302647043779 0.8400695022933019
6 50.0 0.0004049735540879638 0.6967939230934029 0.8740437618288838 0.6967302647043779 0.8441059351178314
7 60.0 0.00024247262624711545 0.6967939231544733 0.8783235607332871 0.6967302647043779 0.8460717301882389

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checkpoints/hot3d/user1/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
10.0,0.0031512470486230455,8.723726561323542,23.18913731418672,10.435996211392954,23.239844569106314
20.0,0.0018867680126765363,7.853544009024979,23.188485688850527,9.561553679680529,23.239844569106314
30.0,0.0011296777049628276,7.340472601476263,23.18896493169128,9.575626259120058,23.239844569106314
40.0,0.0006763797713952794,7.076471305772906,23.188663758215355,9.33665127001508,23.239844569106314
50.0,0.0004049735540879638,6.922020800289561,23.189159344454282,9.39458229979059,23.239844569106314
60.0,0.00024247262624711545,6.816650379388059,23.18947358795854,9.273735522755194,23.239844569106314
70.0,0.00014517731808828924,6.751277917232669,23.188865782784635,9.232296420427865,23.239844569106314
80.0,8.69230230790188e-05,6.698476171395818,23.1890932419261,9.404228606204375,23.239844569106314
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.723726561323542 23.18913731418672 10.435996211392954 23.239844569106314
3 20.0 0.0018867680126765363 7.853544009024979 23.188485688850527 9.561553679680529 23.239844569106314
4 30.0 0.0011296777049628276 7.340472601476263 23.18896493169128 9.575626259120058 23.239844569106314
5 40.0 0.0006763797713952794 7.076471305772906 23.188663758215355 9.33665127001508 23.239844569106314
6 50.0 0.0004049735540879638 6.922020800289561 23.189159344454282 9.39458229979059 23.239844569106314
7 60.0 0.00024247262624711545 6.816650379388059 23.18947358795854 9.273735522755194 23.239844569106314
8 70.0 0.00014517731808828924 6.751277917232669 23.188865782784635 9.232296420427865 23.239844569106314
9 80.0 8.69230230790188e-05 6.698476171395818 23.1890932419261 9.404228606204375 23.239844569106314