| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vision-Language Reasoning | LanEvil++ | Road Damage (Perturbed) Performance31.58 | 4 | |
| Driving scene understanding robustness evaluation | LanEvil ++ | Road Damage (Perturbed)31.58 | 4 | |
| Driving scene understanding robustness evaluation | LanEvil ++ | Road Damage Performance (Perturbed)84.25 | 4 |