Action Recognition on BABEL 25% OR
51.71AccuracySASI + ProtoGCN
Evaluation Results
| Method | Links | |
|---|---|---|
| SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Separately Trained on each OR (%)2026.04 | 51.71 | |
| DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Separately Trained on each OR (%)2026.04 | 51.06 | |
| SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Separately Trained on each OR (%)2026.04 | 50.14 | |
| BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Separately Trained on each OR (%)2026.04 | 49.58 | |
| SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Separately Trained on each OR (%)2026.04 | 49.4 | |
| Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Separately Trained on each OR (%)2026.04 | 48.85 | |
| ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Separately Trained on each OR (%)2026.04 | 48.2 | |
| MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Separately Trained on each OR (%)2026.04 | 47.74 | |
| ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Separately Trained on each OR (%)2026.04 | 46.91 | |
| InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Separately Trained on each OR (%)2026.04 | 44.51 | |
| GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Separately Trained on each OR (%)2026.04 | 43.84 | |
| CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Separately Trained on each OR (%)2026.04 | 43.77 | |
| 2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Separately Trained on each OR (%)2026.04 | 41.37 | |
| SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Separately Trained on each OR (%)2026.04 | 41.18 | |
| ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Trained on 100% OR (%)2026.04 | 37.21 | |
| CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Trained on 100% OR (%)2026.04 | 32.87 | |
| DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Trained on 100% OR (%)2026.04 | 32.59 | |
| Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Trained on 100% OR (%)2026.04 | 32.41 | |
| GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Trained on 100% OR (%)2026.04 | 31.82 | |
| SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Trained on 100% OR (%)2026.04 | 31.76 | |
| SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Trained on 100% OR (%)2026.04 | 31.67 | |
| InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Trained on 100% OR (%)2026.04 | 30.56 | |
| SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Trained on 100% OR (%)2026.04 | 30.38 | |
| SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Trained on 100% OR (%)2026.04 | 29.36 | |
| BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Trained on 100% OR (%)2026.04 | 29.09 | |
| ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Trained on 100% OR (%)2026.04 | 28.62 | |
| MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Trained on 100% OR (%)2026.04 | 26.96 | |
| 2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Trained on 100% OR (%)2026.04 | 18.55 |