Multimodal Reasoning on CharXiv RQ
6,448Generated Token LengthLOOK-M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOOK-MRetention level=≤ 5%2026.05 | 6,448 | 17.2 | |
| FastVRetention level=≤ 10%2026.05 | 5,960.1 | 12.7 | |
| LOOK-MRetention level=≤ 10%2026.05 | 5,555.2 | 19.8 | |
| VisionzipRetention level=≤ 10%2026.05 | 4,986.2 | 13.9 | |
| FastVRetention level=≤ 5%2026.05 | 4,259.7 | 11.6 | |
| BaselineRetention level=100%2026.05 | 4,068 | 47.6 | |
| FastV-VPRetention level=≤ 10%2026.05 | 3,770.7 | 47.3 | |
| VisionzipRetention level=≤ 5%2026.05 | 3,751.7 | 12.3 | |
| FastV-VPRetention level=≤ 5%2026.05 | 3,645.1 | 45.2 |