Planning Risk Prediction on nuScenes (val)
0.002BridgeAD ρADEDobj
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Dobjfeature_category=Object-configuration controls2026.05 | 0.002 | 0.513 | 0.032 | 0.544 | 0.043 | 0.53 | |
| Giniobjfeature_category=Object-configuration controls2026.05 | 0.039 | 0.515 | 0.003 | 0.505 | 0.016 | 0.507 | |
| σ²_spfeature_category=Attribution statistics, full_name=Within-camera spatial variance2026.05 | 0.093 | 0.615 | 0.197 | 0.678 | 0.298 | 0.718 | |
| Nobjfeature_category=Object-configuration controls2026.05 | 0.109 | 0.609 | 0.031 | 0.552 | 0.223 | 0.624 | |
| Controls onlyfeature_category=Joint models2026.05 | 0.137 | 0.611 | 0.034 | 0.552 | 0.231 | 0.635 | |
| Ginicamfeature_category=Attribution statistics, full_name=Cross-camera Gini coefficient2026.05 | 0.144 | 0.647 | 0.128 | 0.628 | 0.048 | 0.602 | |
| Hfeature_category=Attribution statistics, full_name=Attribution entropy2026.05 | 0.285 | 0.721 | 0.219 | 0.691 | 0.035 | 0.606 | |
| Attribution stats onlyfeature_category=Joint models2026.05 | 0.31 | 0.768 | 0.299 | 0.77 | 0.307 | 0.765 | |
| Controls + Attributionfeature_category=Joint models2026.05 | 0.369 | 0.792 | 0.308 | 0.773 | 0.35 | 0.795 |