| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Accident Detection | A3D w/o Ego | AUC60.2 | 9 | |
| Accident Detection | A3D (test) | AUC60.1 | 9 | |
| 3D Object Generation | A3D | CLIP Similarity28.29 | 4 | |
| Text-to-3D Generation | A3D | Text-Asset Alignment66.94 | 3 | |
| Accident Anticipation | A3D (test) | mTTA (s)4.41 | 2 |