Vision-Language Instruction Following on NuInstruct 25% Token Retention
3.49MAEST-Prune
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ST-PruneToken Retention Rate=25%2026.04 | 3.49 | 69.66 | 24.34 | 25.74 | 29.06 | |
| DriveMM (Vanilla)Token Retention Rate=Full Tokens2026.04 | 3.5 | 69.84 | 22.32 | 24.72 | 28.35 | |
| VisPrunerToken Retention Rate=25%, Venue=ICCV 20252026.04 | 3.68 | 62.15 | 1.85 | 30.12 | 22.61 | |
| DivPruneToken Retention Rate=25%, Venue=CVPR 20252026.04 | 3.78 | 64.31 | 0 | 33.17 | 23.43 | |
| PACTToken Retention Rate=25%, Venue=CVPR 20252026.04 | 10.82 | 21.05 | 0 | 22.5 | 8.17 |