Table 2.
The ablation studies of different modules in STTG-Net, reporting results for the joint angle errors on Human3.6M. “√” indicates that the module is used in experiment, “×” means that the part is removed from experiment
T-Transformer | S-GCN | TPE | PR | MAE | ||||
---|---|---|---|---|---|---|---|---|
80 ms | 160 ms | 320 ms | 400 ms | |||||
(1) | √ | × | × | × | 0.59 | 0.83 | 1.16 | 1.28 |
(2) | × | √ | × | × | 0.49 | 0.69 | 0.98 | 1.09 |
(3) | √ | √ | × | × | 0.28 | 0.54 | 0.88 | 1.00 |
(4) | √ | √ | √ | × | 0.27 | 0.52 | 0.86 | 0.98 |
(5) | √ | √ | √ | √ | 0.28 | 0.50 | 0.80 | 0.89 |
The best results are presented in bold