Skeleton-based Action Recognition on NTU RGB+D X-Sub 120 (E1, E2, E4 Metrics)
89.3Top-1 Acc (E1)STC-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STC-NetType=GCN, Frames=642024.03 | 89.3 | 89.9 | — | |
| FG-STFormerType=Transformer, Frames=1282024.03 | 89 | — | — | |
| SkateFormerType=Transformer, Frames=642024.03 | 87.7 | 89.4 | 89.8 | |
| DSTA-NetType=Transformer, Frames=1282024.03 | 86.6 | — | — | |
| HyperformerType=Transformer, Frames=642024.03 | 86.6 | 89.9 | 88 | |
| KoopmanType=GCN, Frames=642024.03 | 85.7 | 90 | 87.4 | |
| HD-GCNType=GCN, Frames=642024.03 | 85.7 | 89.1 | 89.8 | |
| ST-GCN++Type=GCN, Frames=1002024.03 | 85.5 | — | — | |
| FR-HeadType=GCN, Frames=642024.03 | 85.5 | 89.1 | 89.4 | |
| LSTType=GCN, Frames=642024.03 | 85.5 | 89.9 | 87 | |
| CTR-GCNType=GCN, Frames=642024.03 | 84.9 | 88.7 | 88.9 | |
| InfoGCNType=GCN, Frames=642024.03 | 83.2 | 87 | 87.5 | |
| SGNType=GCN, Frames=202024.03 | 79.2 | — | — |