Skeleton-based Action Recognition on NTU 120 (X-set120)
93.8Accuracy3Mformer
Evaluation results
| Method | Links | |
|---|---|---|
| 3MformerPooling strategy=rank-pool, Method Category=Transformer-based2023.03 | 93.8 | |
| 3MformerPooling strategy=tri-pool, Method Category=Transformer-based2023.03 | 92.7 | |
| 3MformerPooling strategy=attn-pool, Method Category=Transformer-based2023.03 | 92.4 | |
| TSGCNeXt2023.04 | 91.74 | |
| HD-GCN2023.04 | 91.6 | |
| InfoGCNVenue=CVPR'22, Method Category=Graph-based2023.03 | 91.2 | |
| LST2023.04 | 91.1 | |
| TCA-GCN2023.04 | 90.8 | |
| PYSKLSkeleton format=3D2022.05 | 90.8 | |
| PSUMNet2023.04 | 90.6 | |
| CTR-GCNSkeleton format=3D2022.05 | 90.6 | |
| CTR-GCNVenue=ICCV'21, Method Category=Graph-based2023.03 | 90.6 | |
| STGAT2023.04 | 90.4 | |
| PoseConv3DVenue=CVPR'22, Method Category=Graph-based2023.03 | 90.3 | |
| 3MformerPooling strategy=avg-pool, Method Category=Transformer-based2023.03 | 90.1 | |
| ST-GCN++2023.04 | 89 | |
| 4s-GSTNVenue=Symmetry'22, Method Category=Transformer-based2023.03 | 88.7 | |
| MS-G3D Net2020.03 | 88.4 | |
| MS-G3DVenue=CVPR'20, Method Category=Graph-based2023.03 | 88.4 | |
| SD-HGCNVenue=ICONIP'21, Method Category=Hypergraph-based2023.03 | 88.2 | |
| DHGCNVenue=CoRR'21, Method Category=Hypergraph-based2023.03 | 87.9 | |
| Shift-GCNVenue=CVPR'20, Method Category=Graph-based2023.03 | 87.6 | |
| MTTVenue=LSP'21, Method Category=Transformer-based2023.03 | 87.6 | |
| ST-TRVenue=CVIU'21, Method Category=Transformer-based2023.03 | 87.1 | |
| 2s-AGCN2020.03 | 84.9 | |
| 2S-AGCNVenue=CVPR'19, Method Category=Graph-based2023.03 | 84.2 | |
| AMRprotocol=Linear evaluation2026.06 | 81.9 | |
| GFPprotocol=Linear evaluation2026.06 | 80.3 | |
| S-JEPAprotocol=Linear evaluation2026.06 | 79.9 | |
| AS-GCNVenue=CVPR'19, Method Category=Graph-based2023.03 | 79.8 | |
| MAMPprotocol=Linear evaluation2026.06 | 79.1 | |
| HSARLprotocol=Linear evaluation2026.06 | 78.4 | |
| USDRLprotocol=Linear evaluation2026.06 | 78.1 | |
| UmURLprotocol=Linear evaluation2026.06 | 74.3 | |
| HiCoprotocol=Linear evaluation2026.06 | 74.1 | |
| SkeletonMAEprotocol=Linear evaluation2026.06 | 73.5 | |
| ST-GCNVenue=AAAI'18, Method Category=Graph-based2023.03 | 73.2 | |
| HaLPprotocol=Linear evaluation2026.06 | 72.2 | |
| CMDprotocol=Linear evaluation2026.06 | 71.5 | |
| Body Pose Evolution Map2020.03 | 66.9 | |
| AimCLRprotocol=Linear evaluation2026.06 | 63.4 | |
| GCA-LSTM2020.03 | 63.3 | |
| RotClips + MTCNN2020.03 | 61.8 | |
| ST-LSTM2020.03 | 57.9 | |
| P&Cprotocol=Linear evaluation2026.06 | 41.7 |