Multimodal Driving Scene Reasoning on OmniDrive
40.78BLEUDriveMM (Vanilla)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DriveMM (Vanilla)Token Retention Rate=Full Tokens2026.04 | 40.78 | 112.65 | 39.79 | 64.41 | |
| ST-PruneToken Retention Rate=10%2026.04 | 40.78 | 112.79 | 39.81 | 64.46 | |
| DivPruneToken Retention Rate=10%, Venue=CVPR 20252026.04 | 39.45 | 107.21 | 38.78 | 62.14 | |
| PACTToken Retention Rate=10%, Venue=CVPR 20252026.04 | 28.52 | 69.36 | 32.67 | 43.52 | |
| VisPrunerToken Retention Rate=10%, Venue=ICCV 20252026.04 | 19.43 | 48.84 | 28.37 | 32.21 |