Skeleton-based Action Recognition on NTU RGB+D 120 (X-Sub)
91.7AccuracySkeletonAgent
Evaluation Results
| Method | Links | |
|---|---|---|
| SkeletonAgentEnsemble size=62025.11 | 91.7 | |
| SkeletonAgentEnsemble size=42025.11 | 91.4 | |
| ProtoGCNPublication=CVPR 20252025.11 | 90.9 | |
| Hyper-GCNPublication=ICCV 20252025.11 | 90.9 | |
| ACLNetPublication=This Paper2026.01 | 90.7 | |
| SkeletonAgentEnsemble size=22025.11 | 90.5 | |
| BlockGCNPublication=CVPR 20242025.11 | 90.3 | |
| BlockGCNPublication=CVPR 20242026.01 | 90.3 | |
| VA-ARPublication=AAAI 20252026.01 | 90.3 | |
| Skeleton MixFormerPublication=ACM MM 20232025.11 | 90.2 | |
| HD-GCNPublication=ICCV 20232025.11 | 90.1 | |
| HD-GCNPublication=ICCV 20232026.01 | 90.1 | |
| GAPPublication=ICCV 20232025.11 | 89.9 | |
| InfoGCNPublication=CVPR 20222025.11 | 89.8 | |
| SkateFormerPublication=ECCV 20242025.11 | 89.8 | |
| InfoGCNPublication=CVPR 20222026.01 | 89.8 | |
| SkeletonGCLPublication=ICLR 20232026.01 | 89.8 | |
| FR-HeadPublication=CVPR 20232025.11 | 89.5 | |
| FR-HeadPublication=CVPR 20232026.01 | 89.5 | |
| UPSPublication=CVPR 20232025.11 | 89.3 | |
| DS-GCNPublication=AAAI 20242025.11 | 89.2 | |
| DS-GCNPublication=AAAI 20242026.01 | 89.2 | |
| CTR-GCNPublication=ICCV 20212025.11 | 88.9 | |
| STFPublication=AAAI 20222025.11 | 88.9 | |
| CTR-GCNPublication=ICCV 20212026.01 | 88.9 | |
| CTR-GCNInput modality=4-stream fusion2021.07 | 88.9 | |
| EfficientGCN-B4Publication=TPAMI 20222026.01 | 88.7 | |
| CTR-GCNInput modality=Joint+Bone2021.07 | 88.7 | |
| PYSKLPublication=ACM MM 20222025.11 | 88.6 | |
| DualHead-NetStream=4s (4-stream)2021.08 | 88.2 | |
| DualHead-NetStream=2s (2-stream)2021.08 | 87.9 | |
| MST-GCNPublication=AAAI 20212025.11 | 87.5 | |
| 4s MST-GCNPublisher=AAAI212021.08 | 87.5 | |
| ResGCNPublisher=ACMMM202021.08 | 87.3 | |
| 4s Dynamic-GCNPublisher=ACMMM202021.08 | 87.3 | |
| PA-ResGCN-B192021.07 | 87.3 | |
| Dynamic GCN2021.07 | 87.3 | |
| MS-G3DPublication=CVPR 20202025.11 | 86.9 | |
| MS-G3DPublication=CVPR 20202026.01 | 86.9 | |
| 2s MS-G3DPublisher=CVPR202021.08 | 86.9 | |
| MS-G3D2021.07 | 86.9 | |
| DualHead-NetStream=Bs (Bone)2021.08 | 86.7 | |
| 4s Decouple-GCNPublisher=ECCV20202021.08 | 86.5 | |
| DC-GCN+ADG2021.07 | 86.5 | |
| 4s Shift-GCNPublisher=CVPR20202021.08 | 85.9 | |
| Shift-GCN2021.07 | 85.9 | |
| CTR-GCNInput modality=Bone Only2021.07 | 85.7 | |
| DualHead-NetStream=Js (Joint)2021.08 | 84.6 | |
| 2s-AGCNInput modality=Joint+Bone2021.07 | 82.9 | |
| 2s-AGCNPublication=CVPR 20192025.11 | 82.5 | |
| 2s-AGCNPublication=CVPR 20192026.01 | 82.5 | |
| 2s-AGCNPublisher=CVPR192021.08 | 82.5 | |
| SGN2021.07 | 79.2 | |
| ST-GCNPublication=AAAI 20182025.11 | 70.7 | |
| ST-GCNPublication=AAAI 20182026.01 | 70.7 | |
| ST-GCNPublisher=AAAI182021.08 | 70.7 | |
| TSRJIPublisher=SIBGRAPI192021.08 | 67.9 | |
| SkeMotionPublisher=AVSS192021.08 | 67.7 | |
| Clips+CNN+MTLNPublisher=CVPR172021.08 | 62.2 | |
| RotClips+MTCNN2021.07 | 62.2 | |
| GCA-LSTM2021.07 | 61.2 | |
| ST-LSTMPublisher=ECCV162021.08 | 55.7 | |
| ST-LSTM2021.07 | 55.7 | |
| PoseBridgeVenue=This work2026.05 | 43.7 | |
| TDSMVenue=ICCV 20252026.05 | 37 | |
| PoseBridgeVenue=This work2026.05 | 30.4 | |
| PURLSVenue=CVPR 20242026.05 | 28.4 | |
| TDSMVenue=ICCV 20252026.05 | 27.2 | |
| ScoPLeVenue=CVPR 20252026.05 | 25.3 | |
| PURLSVenue=CVPR 20242026.05 | 19.6 | |
| ReViSEVenue=ICCV 20172026.05 | 19.5 | |
| ScoPLeVenue=CVPR 20252026.05 | 15.7 | |
| JPoSEVenue=ICCV 20192026.05 | 13.7 | |
| SynSEVenue=ICIP 20212026.05 | 13.6 | |
| CADA-VAEVenue=CVPR 20192026.05 | 10.6 | |
| ReViSEVenue=ICCV 20172026.05 | 8.3 | |
| JPoSEVenue=ICCV 20192026.05 | 7.7 | |
| SynSEVenue=ICIP 20212026.05 | 7.7 | |
| CADA-VAEVenue=CVPR 20192026.05 | 5.7 |