Action Recognition on BABEL 75% OR
58.54AccuracySASI + BlockGCN
Evaluation results
| Method | Links | |
|---|---|---|
| SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Separately Trained on each OR (%)2026.04 | 58.54 | |
| SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Separately Trained on each OR (%)2026.04 | 58.08 | |
| Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Separately Trained on each OR (%)2026.04 | 57.8 | |
| SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Trained on 100% OR (%)2026.04 | 57.62 | |
| BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Separately Trained on each OR (%)2026.04 | 57.43 | |
| ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Separately Trained on each OR (%)2026.04 | 57.43 | |
| SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Trained on 100% OR (%)2026.04 | 57.43 | |
| BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Trained on 100% OR (%)2026.04 | 57.34 | |
| SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Trained on 100% OR (%)2026.04 | 57.25 | |
| GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Trained on 100% OR (%)2026.04 | 56.34 | |
| Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Trained on 100% OR (%)2026.04 | 56.14 | |
| SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Separately Trained on each OR (%)2026.04 | 56.14 | |
| CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Trained on 100% OR (%)2026.04 | 56.05 | |
| ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Trained on 100% OR (%)2026.04 | 56.05 | |
| MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Separately Trained on each OR (%)2026.04 | 55.68 | |
| ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Trained on 100% OR (%)2026.04 | 55.49 | |
| DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Separately Trained on each OR (%)2026.04 | 55.31 | |
| DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Trained on 100% OR (%)2026.04 | 55.31 | |
| InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Trained on 100% OR (%)2026.04 | 55.22 | |
| ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Separately Trained on each OR (%)2026.04 | 54.94 | |
| CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Separately Trained on each OR (%)2026.04 | 54.2 | |
| GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Separately Trained on each OR (%)2026.04 | 53.79 | |
| SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Separately Trained on each OR (%)2026.04 | 52.35 | |
| MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Trained on 100% OR (%)2026.04 | 50.32 | |
| SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Trained on 100% OR (%)2026.04 | 49.95 | |
| InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Separately Trained on each OR (%)2026.04 | 49.05 | |
| 2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Separately Trained on each OR (%)2026.04 | 47.37 | |
| 2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Trained on 100% OR (%)2026.04 | 45.61 |