Expert/Academic Reasoning on MMMU (Pass@5, Avg@5)
80.11Pass@5 ScoreViGOS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ViGOSBackbone=Qwen2.5-VL 7B2026.06 | 80.11 | 51.42 | |
| OPSDBackbone=Qwen2.5-VL 7B2026.06 | 77.99 | 50.99 | |
| BaselineBackbone=Qwen2.5-VL 7B2026.06 | 77.77 | 50.3 | |
| OPSDBackbone=Qwen2.5-VL 3B2026.06 | 76.42 | 42.7 | |
| ViGOSBackbone=Qwen2.5-VL 3B2026.06 | 76.42 | 42.32 | |
| BaselineBackbone=Qwen2.5-VL 3B2026.06 | 71.51 | 33.54 | |
| Visionary-R1-3BMethod Category=RL Method2026.06 | 70.28 | 43.49 | |
| Vision-R1-7BMethod Category=RL Method2026.06 | 64.69 | 47.58 |