Action Recognition on NTU-RGB+D 120 1.0 (XSub)
95.3AccuracyPoseC3D
Evaluation results
| Method | Links | |
|---|---|---|
| PoseC3DPre-training=true, Feature: RGB=true, Feature: Est. Pose=true, Feature: Annot. Pose=false2022.10 | 95.3 | |
| STAR-TransformerPre-training=false, Feature: RGB=true, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 90.3 | |
| InfoGCNPre-training=false, Feature: RGB=false, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 89.8 | |
| Stream-GCNStreams=6 streams2023.06 | 89.7 | |
| Stream-GCNStreams=4 streams2023.06 | 89.2 | |
| CTR-GCNPre-training=false, Feature: RGB=false, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 88.9 | |
| EfficientGCN-B42023.06 | 88.3 | |
| DualHead-NetPre-training=false, Feature: RGB=false, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 88.2 | |
| Skeletal GNNPre-training=false, Feature: RGB=false, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 87.5 | |
| MST-GCN2023.06 | 87.5 | |
| Dynamic GCN2023.06 | 87.3 | |
| MS-GCN2023.06 | 86.9 | |
| DC-GCN+ADG2023.06 | 86.5 | |
| Stream-GCNStreams=Bone stream2023.06 | 86.5 | |
| VPNPre-training=false, Feature: RGB=true, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 86.3 | |
| KA-AGTNPre-training=false, Feature: RGB=false, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 86.1 | |
| 4s Shift-GCN2023.06 | 85.9 | |
| Stream-GCNStreams=Joint stream2023.06 | 85.8 | |
| Ta-CNN2023.06 | 85.4 | |
| 2s-AGCN2023.06 | 82.9 | |
| 3s-AimCLRPre-training=true, Feature: RGB=false, Feature: Est. Pose=false, Feature: Annot. Pose=true2022.10 | 80.1 | |
| GCA-LSTM2023.06 | 61.2 | |
| ST-LSTM2023.06 | 55.7 |