| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Micro-gesture recognition | iMiGUE (test) | Top-1 Acc74.419 | 42 | |
| Micro-gesture classification | iMiGUE | Top-1 Accuracy70.25 | 22 | |
| Micro-gesture recognition | iMiGUE-3K labeled | Top-1 Accuracy71.6 | 19 | |
| Micro-gesture recognition | iMiGUE MiGA Track-1 (test) | Accuracy74.66 | 11 | |
| Micro-Gesture Recognition | iMiGUE-3K-labeled (test) | Top-1 Accuracy57.61 | 7 | |
| Emotion Understanding | iMiGUE | Accuracy60 | 7 | |
| Behavior-based emotion recognition | iMiGUE Track 3 MiGA Challenge 2025 (test) | Score69.23 | 6 | |
| Emotion Recognition | iMiGUE-3K-labeled (test) | Accuracy64 | 3 |