Skeleton-based Action Recognition on NTU RGB+D 120 (X-Set, E1/E2/E4)
91.4Top-1 Acc (E4)SkateFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SkateFormerType=Transformer, Frames=642024.03 | 91.4 | 89.3 | 91 | |
| KoopmanType=GCN, Frames=642024.03 | 91.3 | — | — | |
| STC-NetType=GCN, Frames=642024.03 | 91.3 | — | 90.7 | |
| HyperformerType=Transformer, Frames=642024.03 | 91.3 | — | — | |
| HD-GCNType=GCN, Frames=642024.03 | 91.2 | 87.3 | 90.6 | |
| LSTType=GCN, Frames=642024.03 | 91.1 | — | — | |
| FR-HeadType=GCN, Frames=642024.03 | 90.7 | 86.3 | 89.7 | |
| InfoGCNType=GCN, Frames=642024.03 | 89.8 | 85.6 | 87.5 | |
| CTR-GCNType=GCN, Frames=642024.03 | — | 90.1 | 90.6 | |
| DSTA-NetType=Transformer, Frames=1282024.03 | — | 89 | — | |
| FG-STFormerType=Transformer, Frames=1282024.03 | — | 90.6 | — |