| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Occ3D-nuScenes | I2-World | Semantic mIoU (1s)47.62 | 37 | 1mo ago | |
| nuScenes | GenieDrive | mIoU (Average)42.59 | 26 | 1mo ago | |
| OccSTeP (val) | OccSTeP-WM* | mIoU23.7 | 15 | 5mo ago | |
| Occ3D-nuScenes (val) | CascadeOcc | mIoU (1s)31.17 | 13 | 27d ago | |
| SurroundOcc-nuScenes (val) | OccWorld-O | mIoU (1s)25.78 | 8 | 3mo ago | |
| nuScenes v1.0 (val) | GenieDrive | mIoU (4s)31.16 | 5 | 5mo ago | |
| Waymo | OccTENS-O | mIoU (1s)34.17 | 4 | 4mo ago |
