| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Classification | Drive&Act | Accuracy58.3 | 36 | |
| Driver Action Recognition | Drive&Act (3-split average) | Top-1 Accuracy83.94 | 25 | |
| Action Recognition | Drive&Act | Sym Acc77.1 | 24 | |
| Action Recognition | Drive&Act front-top NIR camera (test) | Macro Accuracy71.52 | 16 | |
| Gesture recognition | Drive&Act (test) | Mean Per-Class Accuracy34.81 | 3 | |
| Gesture recognition | Drive&Act (val) | Mean Per-Class Acc40.56 | 3 |