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The evaluation of PoseTransformer3D. The evaluation involves comparing the parameters (Parms) and floating-point operations (FLOPs) of MS-G3D, Pose-SlowOnly, and PoseTransformer3D.
| Dataset | MS-G3D | Pose-SlowOnly | PoseTransformer3D | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Acc (%) | Params | FLOPs | Acc (%) | Params | FLOPs | Acc (%) | Params | FLOPs | |
| FineGYM | 92.0 | 2.8 M | 24.7 G | 93.2 | 93.8 | ||||
| NTU RGB+D 60-X-Sub | 91.9 | 2.8 M | 16.7 G | 93.7 | 2.0 M | 15.9 G | 94.1 | 4.0 M | 17.7 G |
| NTU RGB+D 120-X-Sub | 84.8 | 2.8 M | 16.7 G | 86.0 | 86.7 | ||||
