Action Recognition on BABEL 50% OR
56.97AccuracySASI + ProtoGCN
Evaluation Results
| Method | Links | |
|---|---|---|
| SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Separately Trained on each OR (%)2026.04 | 56.97 | |
| SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Separately Trained on each OR (%)2026.04 | 56.42 | |
| BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Separately Trained on each OR (%)2026.04 | 55.77 | |
| SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Separately Trained on each OR (%)2026.04 | 55.68 | |
| Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Separately Trained on each OR (%)2026.04 | 55.49 | |
| CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Separately Trained on each OR (%)2026.04 | 54.57 | |
| DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Separately Trained on each OR (%)2026.04 | 54.48 | |
| SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Trained on 100% OR (%)2026.04 | 53.92 | |
| MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Separately Trained on each OR (%)2026.04 | 53.74 | |
| ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Separately Trained on each OR (%)2026.04 | 53.74 | |
| ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Separately Trained on each OR (%)2026.04 | 53.65 | |
| GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Separately Trained on each OR (%)2026.04 | 52.56 | |
| DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Trained on 100% OR (%)2026.04 | 52.35 | |
| SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Trained on 100% OR (%)2026.04 | 52.08 | |
| GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Trained on 100% OR (%)2026.04 | 51.8 | |
| CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Trained on 100% OR (%)2026.04 | 51.71 | |
| ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Trained on 100% OR (%)2026.04 | 51.62 | |
| SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Trained on 100% OR (%)2026.04 | 51.43 | |
| Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Trained on 100% OR (%)2026.04 | 51.25 | |
| BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Trained on 100% OR (%)2026.04 | 50.69 | |
| InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Separately Trained on each OR (%)2026.04 | 49.22 | |
| SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Separately Trained on each OR (%)2026.04 | 49.22 | |
| ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Trained on 100% OR (%)2026.04 | 48.48 | |
| 2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Separately Trained on each OR (%)2026.04 | 47.92 | |
| InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Trained on 100% OR (%)2026.04 | 47.83 | |
| SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Trained on 100% OR (%)2026.04 | 46.63 | |
| MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Trained on 100% OR (%)2026.04 | 44.23 | |
| 2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Trained on 100% OR (%)2026.04 | 35 |