Micro-gesture classification on iMiGUE
70.25Top-1 AccuracyPL
Evaluation results
| Method | Links | |
|---|---|---|
| PLYear=2024, Modality=RGB + Skeleton2026.03 | 70.25 | |
| M2HENYear=2024, Modality=RGB + Skeleton2026.03 | 70.19 | |
| H2OFormerYear=2025, Modality=Skeleton2026.03 | 70 | |
| MMGCYear=2024, Modality=Skeleton2026.03 | 68.9 | |
| CVTCLYear=2024, Modality=RGB2026.03 | 66.12 | |
| JSSELYear=2023, Modality=Skeleton2026.03 | 64.12 | |
| OursModality=RGB & Skeleton2025.12 | 62.87 | |
| FG-SGLYear=2025, Modality=RGB2026.03 | 62.58 | |
| DSCNetModality=RGB & Skeleton2025.12 | 62.53 | |
| CLIP-MGYear=2025, Modality=RGB + Skeleton2026.03 | 61.82 | |
| VSwim-BModality=RGB2025.12 | 61.73 | |
| PoseConv3DModality=Skeleton2025.12 | 61.11 | |
| MMNYear=2025, Modality=Skeleton2026.03 | 60.21 | |
| VSwim-TModality=RGB2025.12 | 59.97 | |
| TSMModality=RGB2025.12 | 58.77 | |
| VSwim-SModality=RGB2025.12 | 57.83 | |
| AAGCNModality=Skeleton2025.12 | 54.73 | |
| StrongAugModality=Skeleton2025.12 | 53.13 | |
| CTR-GCNModality=Skeleton2025.12 | 53.02 | |
| ST-GCN++Modality=Skeleton2025.12 | 49.56 | |
| DG-STGCNModality=Skeleton2025.12 | 49.56 | |
| ST-GCNModality=Skeleton2025.12 | 46.38 |