| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Driver and Traffic Scene Recognition | AIDE | DER Accuracy77.39 | 33 | |
| Multi-task Driver Monitoring | AIDE (test) | DER Accuracy78.65 | 22 | |
| Semantic Recognition | AIDE 5→5 rollout (test) | DBR (F1)73.35 | 12 | |
| Kinematic Rollout | AIDE High-Motion 5→5 rollout (test) | MPJPE (px)134.56 | 12 | |
| Kinematic Rollout | AIDE 5→5 rollout (test) | MPJPE (px)52.89 | 12 | |
| Multi-step kinematic and semantic rollout | AIDE (test) | MPJPE (All, px)52.89 | 11 | |
| Semantic Recognition | AIDE (test) | DBR Acc73.82 | 5 |