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Zhiming Hu 2025-04-30 14:15:00 +02:00
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checkpoints/adt/attended_hand_recognition_model.pt Normal file
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checkpoints/adt/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
10.0,0.0031512470486230455,0.6745207058933649,0.8722085664853889,0.6619414385512743,0.8330426198868408
20.0,0.0018867680126765363,0.6745207054940767,0.8948185154648364,0.6619414385512743,0.8627868126688715
30.0,0.0011296777049628276,0.674520705352511,0.908833516738123,0.6619414385512743,0.8652105219446476
40.0,0.0006763797713952794,0.6745207055067813,0.915962817709497,0.6619414385512743,0.8569523197573703
50.0,0.0004049735540879638,0.6745207047935076,0.9201425524065895,0.6619414385512743,0.8638178665451156
60.0,0.00024247262624711545,0.674520706799023,0.9228809992886139,0.6619414385512743,0.8646388007627592
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6745207058933649 0.8722085664853889 0.6619414385512743 0.8330426198868408
3 20.0 0.0018867680126765363 0.6745207054940767 0.8948185154648364 0.6619414385512743 0.8627868126688715
4 30.0 0.0011296777049628276 0.674520705352511 0.908833516738123 0.6619414385512743 0.8652105219446476
5 40.0 0.0006763797713952794 0.6745207055067813 0.915962817709497 0.6619414385512743 0.8569523197573703
6 50.0 0.0004049735540879638 0.6745207047935076 0.9201425524065895 0.6619414385512743 0.8638178665451156
7 60.0 0.00024247262624711545 0.674520706799023 0.9228809992886139 0.6619414385512743 0.8646388007627592

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checkpoints/adt/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
10.0,0.0006710886400000004,7.775465094474378,21.685016596478096,9.080147244893045,22.25119689216382
20.0,7.205759403792802e-05,7.335939544994145,21.685016544265725,8.836104823252782,22.25119689216382
30.0,7.73712524553364e-06,7.269482698812543,21.68501663562285,8.795702427614733,22.25119689216382
40.0,8.307674973655742e-07,7.256998672841371,21.685016551757823,8.785421505532184,22.25119689216382
50.0,8.920298079412272e-08,7.269379717798182,21.68501661848976,8.782566600764051,22.25119689216382
60.0,9.578097130411839e-09,7.259323381483945,21.685016565057747,8.782792238863054,22.25119689216382
70.0,1.028440348325758e-09,7.265019663627232,21.685016472364822,8.782802083944372,22.25119689216382
80.0,1.1042794154864952e-10,7.262544146220354,21.685016528410358,8.782802388717515,22.25119689216382
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0006710886400000004 7.775465094474378 21.685016596478096 9.080147244893045 22.25119689216382
3 20.0 7.205759403792802e-05 7.335939544994145 21.685016544265725 8.836104823252782 22.25119689216382
4 30.0 7.73712524553364e-06 7.269482698812543 21.68501663562285 8.795702427614733 22.25119689216382
5 40.0 8.307674973655742e-07 7.256998672841371 21.685016551757823 8.785421505532184 22.25119689216382
6 50.0 8.920298079412272e-08 7.269379717798182 21.68501661848976 8.782566600764051 22.25119689216382
7 60.0 9.578097130411839e-09 7.259323381483945 21.685016565057747 8.782792238863054 22.25119689216382
8 70.0 1.028440348325758e-09 7.265019663627232 21.685016472364822 8.782802083944372 22.25119689216382
9 80.0 1.1042794154864952e-10 7.262544146220354 21.685016528410358 8.782802388717515 22.25119689216382