Multimodal Reasoning on MMVet
3,296.8Token LengthFastV
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FastVRetention level=≤ 10%2026.05 | 3,296.8 | 28.12 | |
| LOOK-MRetention level=≤ 5%2026.05 | 2,859.2 | 35.05 | |
| FastVRetention level=≤ 5%2026.05 | 2,606.5 | 24.27 | |
| LOOK-MRetention level=≤ 10%2026.05 | 2,518.9 | 50.05 | |
| VisionzipRetention level=≤ 10%2026.05 | 2,346.7 | 41.19 | |
| VisionzipRetention level=≤ 5%2026.05 | 1,918.1 | 36.56 | |
| BaselineRetention level=100%2026.05 | 1,642 | 60.96 | |
| FastV-VPRetention level=≤ 5%2026.05 | 1,456.2 | 59 | |
| FastV-VPRetention level=≤ 10%2026.05 | 1,329.8 | 61.79 |