| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| iMiGUE (test) | PoseConv3D+VideoSwinT+MG-FM-RGB | Top-1 Acc74.419 | 42 | 1mo ago | |
| iMiGUE-3K labeled | MG-FM | Top-1 Accuracy71.6 | 19 | 2mo ago | |
| iMiGUE MiGA Track-1 (test) | Accuracy74.66 | 11 | 1mo ago | ||
| SMG online recognition track MiGA Track-2 (2023-2026) | VideoMAEv2-g + AdaTAD | F1 Score43.81 | 9 | 1mo ago | |
| iMiGUE-3K-labeled (test) | MG-FM-Skele (3-stream) | Top-1 Accuracy57.61 | 7 | 2mo ago | |
| SMG | FG-SGL | Top-1 Accuracy78.13 | 6 | 4mo ago |
