Skeleton-based Action Recognition on NTU-RGB+D 60 (X-Sub)
0.934Top-1 AccuracyHD-GCN (6-ensemble)
Evaluation Results
| Method | Links | |
|---|---|---|
| HD-GCN (6-ensemble)Motion Stream=false2022.08 | 0.934 | |
| InfoGCN (6-ensemble)Publication=CVPR 2022, Motion Stream=true2022.08 | 0.93 | |
| HD-GCN (4-ensemble)Motion Stream=false2022.08 | 0.93 | |
| InfoGCN (4-ensemble)Publication=CVPR 2022, Motion Stream=false2022.08 | 0.927 | |
| STFPublication=AAAI 2022, Motion Stream=false2022.08 | 0.925 | |
| CTR-GCNPublication=ICCV 2021, Motion Stream=true2022.08 | 0.924 | |
| HD-GCN (2-ensemble)Motion Stream=false2022.08 | 0.924 | |
| EfficientGCN-B4Publication=TPAMI 2022, Motion Stream=true2022.08 | 0.917 | |
| MS-G3DPublication=CVPR 2020, Motion Stream=false2022.08 | 0.915 | |
| MST-GCNPublication=AAAI 2021, Motion Stream=true2022.08 | 0.915 | |
| DDGCNPublication=ECCV 2020, Motion Stream=true2022.08 | 0.911 | |
| DC-GCN+ADGPublication=ECCV 2020, Motion Stream=true2022.08 | 0.908 | |
| Shift-GCNPublication=CVPR 2020, Motion Stream=true2022.08 | 0.907 | |
| DGNNPublication=CVPR 2019, Motion Stream=true2022.08 | 0.899 | |
| AGC-LSTMPublication=CVPR 2019, Motion Stream=false2022.08 | 0.892 | |
| SGNPublication=CVPR 2020, Motion Stream=true2022.08 | 0.89 | |
| 2s-AGCNPublication=CVPR 2019, Motion Stream=false2022.08 | 0.885 | |
| ST-GCNPublication=AAAI 2018, Motion Stream=false2022.08 | 0.815 | |
| PoseBridgeVenue=This work2026.05 | 0.414 | |
| PoseBridgeVenue=This work2026.05 | 0.372 | |
| TDSMVenue=ICCV 20252026.05 | 0.361 | |
| ScoPLeVenue=CVPR 20252026.05 | 0.32 | |
| PURLSVenue=CVPR 20242026.05 | 0.311 | |
| TDSMVenue=ICCV 20252026.05 | 0.259 | |
| ReViSEVenue=ICCV 20172026.05 | 0.243 | |
| PURLSVenue=CVPR 20242026.05 | 0.235 | |
| JPoSEVenue=ICCV 20192026.05 | 0.201 | |
| SynSEVenue=ICIP 20212026.05 | 0.199 | |
| ScoPLeVenue=CVPR 20252026.05 | 0.182 | |
| CADA-VAEVenue=CVPR 20192026.05 | 0.162 | |
| ReViSEVenue=ICCV 20172026.05 | 0.148 | |
| JPoSEVenue=ICCV 20192026.05 | 0.124 | |
| SynSEVenue=ICIP 20212026.05 | 0.12 | |
| CADA-VAEVenue=CVPR 20192026.05 | 0.115 |