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Performance Tracking.txt
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Performance Tracking.txt
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Model Representation Trained On Tested Against LR Epochs Batch Size Hidden Units Layers Test MAE Frame 6 Test MAE Frame 12 Test MAE Frame 18 Test MAE Frame 24 Average Test MAE
SPT rotmat Biomotion Biomotion 0.001 10 32 32 2 1.89 6.22 12.06 18.63 9.70
SPT rotmat Biomotion Jumping 0.001 10 32 32 2 2.87 8.94 17.15 25.55 13.63
SPT rotmat Biomotion Sitting 0.001 10 32 32 2 1.26 4.52 9.56 15.77 7.78
SPT rotmat Biomotion Treadmill 0.001 10 32 32 2 1.19 4.12 8.14 12.51 6.49
SPT rotmat Biomotion Walking 0.001 10 32 32 2 1.77 5.96 11.45 16.88 9.02
SPT rotmat Biomotion Biomotion 0.001 20 32 32 2 1.81 5.97 11.60 17.97 9.34
SPT rotmat Biomotion Jumping 0.001 20 32 32 2 2.68 8.16 15.85 23.34 12.51
SPT rotmat Biomotion Sitting 0.001 20 32 32 2 1.30 4.75 9.94 16.10 8.02
SPT rotmat Biomotion Treadmill 0.001 20 32 32 2 1.12 3.90 7.73 11.90 6.16
SPT rotmat Biomotion Walking 0.001 20 32 32 2 1.56 5.28 10.33 15.63 8.20
SPT aa Biomotion Biomotion 0.001 30 16 16 1 1.76 5.88 11.51 17.87 9.25
SPT quat Biomotion Biomotion 0.001 30 16 16 1 1.85 6.07 11.78 18.22 9.48
SPT rotmat Biomotion Biomotion 0.001 30 16 16 1 1.74 5.73 11.15 17.33 8.99
SPT rotmat Biomotion Jumping 0.001 30 16 16 1 2.68 8.46 16.85 25.42 13.35
SPT rotmat Biomotion Sitting 0.001 30 16 16 1 1.17 4.14 8.58 13.98 6.97
SPT rotmat Biomotion Treadmill 0.001 30 16 16 1 1.06 3.72 7.36 11.32 5.87
SPT rotmat Biomotion Walking 0.001 30 16 16 1 1.48 4.88 9.56 14.49 7.60
Transformer aa Biomotion Biomotion 0.001 30 16 512 1 3.33 8.80 15.42 22.81 12.59
Transformer aa Biomotion Jumping 0.001 30 16 512 1 3.53 10.32 20.27 30.96 16.27
Transformer aa Biomotion Sitting 0.001 30 16 512 1 3.22 8.55 15.17 22.73 12.42
Transformer aa Biomotion Treadmill 0.001 30 16 512 1 2.00 5.93 10.91 16.53 8.84
Transformer aa Biomotion Walking 0.001 30 16 512 1 2.25 6.80 13.14 20.12 10.58
Transformer quat Biomotion Biomotion 0.001 30 16 512 1 8.28 18.09 27.90 37.65 22.98
Transformer quat Biomotion Jumping 0.001 30 16 512 1 8.23 16.48 24.93 32.81 20.61
Transformer quat Biomotion Sitting 0.001 30 16 512 1 7.81 17.11 26.58 36.20 21.93
Transformer quat Biomotion Treadmill 0.001 30 16 512 1 4.80 10.56 16.33 22.10 13.45
Transformer quat Biomotion Walking 0.001 30 16 512 1 5.41 11.91 18.84 25.81 15.49
Transformer rotmat Biomotion Biomotion 0.001 30 16 512 1 3.42 8.59 14.75 21.77 12.13
Transformer rotmat Biomotion Jumping 0.001 30 16 512 1 3.94 10.42 19.89 30.41 16.16
Transformer rotmat Biomotion Sitting 0.001 30 16 512 1 3.73 9.37 16.02 23.48 13.15
Transformer rotmat Biomotion Treadmill 0.001 30 16 512 1 1.98 5.22 9.52 14.81 7.88
Transformer rotmat Biomotion Walking 0.001 30 16 512 1 2.72 7.40 13.34 20.01 10.87