Skeleton-based Action Recognition on PKU-MMD Phase I (cross-subject)
96.2AccuracyHYSP
Evaluation results
| Method | Links | |
|---|---|---|
| HYSPProtocol=Finetune, Modality=3s2023.03 | 96.2 | |
| HYSPProtocol=Finetune, Modality=Bone2023.03 | 94.9 | |
| HYSPProtocol=Finetune, Modality=Joint2023.03 | 94 | |
| HYSPProtocol=Finetune, Modality=Motion2023.03 | 91.2 | |
| HYSPProtocol=Linear eval., Modality=3s2023.03 | 88.8 | |
| HYSPProtocol=Semi-sup. (10%), Modality=3s2023.03 | 88.7 | |
| AimCLRProtocol=Linear eval., Modality=3s2023.03 | 87.8 | |
| HYSPProtocol=Linear eval., Modality=Bone2023.03 | 87.2 | |
| HYSPProtocol=Semi-sup. (10%), Modality=Bone2023.03 | 87 | |
| AimCLRProtocol=Semi-sup. (10%), Modality=3s2023.03 | 86.1 | |
| SkeletonCLRProtocol=Linear eval., Modality=3s2023.03 | 85.3 | |
| MS2LProtocol=Finetune, Modality=Joint2023.03 | 85.2 | |
| HYSPProtocol=Semi-sup. (10%), Modality=Joint2023.03 | 85 | |
| HYSPProtocol=Linear eval., Modality=Joint2023.03 | 83.8 | |
| AimCLRProtocol=Linear eval., Modality=Joint2023.03 | 83.4 | |
| AimCLRProtocol=Linear eval., Modality=Bone2023.03 | 82 | |
| SkeletonCLRProtocol=Linear eval., Modality=Joint2023.03 | 80.9 | |
| ISCProtocol=Linear eval., Modality=Joint2023.03 | 80.9 | |
| HYSPProtocol=Semi-sup. (10%), Modality=Motion2023.03 | 77.8 | |
| SkeletonCLRProtocol=Linear eval., Modality=Bone2023.03 | 72.6 | |
| SkeletonCLRProtocol=Semi-sup. (10%), Modality=Joint2023.03 | 72.1 | |
| AimCLRProtocol=Linear eval., Modality=Motion2023.03 | 72 | |
| HYSPProtocol=Linear eval., Modality=Motion2023.03 | 70.5 | |
| MS2LProtocol=Semi-sup. (10%), Modality=Joint2023.03 | 70.3 | |
| MS2LProtocol=Linear eval., Modality=Joint2023.03 | 64.9 | |
| SkeletonCLRProtocol=Linear eval., Modality=Motion2023.03 | 63.4 |