Action Recognition on HMDB51 (full) (Top-1 Accuracy)
90.1Top-1 AccuracyVideo-STAR-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| Video-STAR-7BSetting=Full validation set, Protocol=Cross-dataset2025.10 | 90.1 | |
| Video-STAR-3BSetting=Full validation set, Protocol=Cross-dataset2025.10 | 83.5 | |
| PoseConv3D + I3DModality=Skeleton + RGB2021.04 | 82.7 | |
| PA3D + I3DModality=Skeleton + RGB2021.04 | 82.1 | |
| PoTion + I3DModality=Skeleton + RGB2021.04 | 80.9 | |
| I3DModality=RGB2021.04 | 80.7 | |
| PoseConv3DModality=Skeleton-based2021.04 | 69.3 | |
| PA3DModality=Skeleton-based2021.04 | 55.3 | |
| FROSTERSetting=Full validation set, Protocol=Cross-dataset2025.10 | 54.5 | |
| Open-VCLIPSetting=Full validation set, Protocol=Cross-dataset2025.10 | 53.2 | |
| Qwen2.5-VL-7BSetting=Full validation set, Protocol=Cross-dataset2025.10 | 50.6 | |
| ST-AdapterSetting=Full validation set, Protocol=Cross-dataset2025.10 | 50.3 | |
| ActionCLIPSetting=Full validation set, Protocol=Cross-dataset2025.10 | 48 | |
| PoTionModality=Skeleton-based2021.04 | 43.7 | |
| Qwen2.5-VL-3BSetting=Full validation set, Protocol=Cross-dataset2025.10 | 39.2 |