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Table 4 The ablation studies with different coefficients in prediction revision module, reporting results for the mean joint angle errors at 80, 160, 320, and 400 ms for different α and β on Human3.6M

From: STTG-net: a Spatio-temporal network for human motion prediction based on transformer and graph convolution network

 

80 ms

160 ms

320 ms

400 ms

α=0, β=1

0.27

0.52

0.86

0.98

α=0.1, β=0.9

0.30

0.54

0.88

0.99

α=0.125, β=0.875

0.28

0.50

0.80

0.89

α=0.175, β=0.825

0.30

0.54

0.85

0.97

α=0.225, β=0.775

0.29

0.54

0.86

0.98

α=0.25, β=0.75

0.28

0.53

0.86

0.99

α=0.5, β=0.5

0.29

0.55

0.88

1.00

  1. The best results are presented in bold