Micro-gesture classification on SMG (test)
64.75AccuracyMS-G3D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MS-G3DModality=Skeleton2026.03 | 64.75 | — | — | |
| UAAIModality=RGB2026.03 | 63.47 | — | — | |
| TRNModality=RGB2026.03 | 59.51 | — | — | |
| GCN-NASModality=Skeleton2026.03 | 58.85 | — | — | |
| TSMModality=RGB2026.03 | 58.69 | — | — | |
| Shift-GCNModality=Skeleton2026.03 | 55.31 | — | — | |
| Video MambaModality=RGB2026.03 | 55.08 | — | — | |
| TSNModality=RGB2026.03 | 50.49 | — | — | |
| MA-NetModality=RGB2026.03 | 48.69 | — | — | |
| C3DModality=RGB2026.03 | 45.9 | — | — | |
| 2S-GCNModality=Skeleton2026.03 | 43.11 | — | — | |
| MSTCN-VAEModality=RGB2026.03 | 42.59 | — | — | |
| ST-GCNModality=Skeleton2026.03 | 41.48 | — | — | |
| AAGCNModality=Joint2023.07 | — | 60.49 | 91.64 | |
| CTR-GCNModality=Joint2023.07 | — | 60.98 | 90.82 | |
| DG-STGCNModality=Joint2023.07 | — | 65.57 | 90.82 | |
| Joint Skeletal and Semantic Embedding LossModality=Joint2023.07 | — | 66.07 | 91.8 | |
| Joint Skeletal and Semantic Embedding LossModality=Limb2023.07 | — | 65.57 | 92.62 | |
| Joint Skeletal and Semantic Embedding LossModality=Joint&Limb2023.07 | — | 68.03 | 94.76 | |
| PoseC3DModality=Joint2023.07 | — | 63.44 | 88.2 | |
| PoseC3DModality=Limb2023.07 | — | 63.11 | 93.77 | |
| ST-GCNModality=Joint2023.07 | — | 58.03 | 93.61 | |
| ST-GCN++Modality=Joint2023.07 | — | 58.03 | 93.61 | |
| StrongAugModality=Joint2023.07 | — | 62.79 | 92.62 |