Logic Reasoning on MMStar
67.9MMStar ScoreBAGEL+Ours
Evaluation results
| Method | Links | |
|---|---|---|
| BAGEL+Ours# Params=7B, Model Type=Unified model2026.05 | 67.9 | |
| BAGEL# Params=7B, Model Type=Unified model2026.05 | 66.7 | |
| Qwen2.5-VL# Params=7B, Model Type=Understanding Only2026.05 | 63.9 | |
| Llava-OV# Params=7B, Model Type=Understanding Only2026.05 | 61.7 | |
| DeepSeek-VL2# Params=4.1B/28B, Model Type=Understanding Only2026.05 | 61.3 | |
| InternVL2.5# Params=4B, Model Type=Understanding Only2026.05 | 58.3 | |
| Show-o2# Params=7B, Model Type=Unified model2026.05 | 56.6 | |
| Qwen2.5-VL# Params=3B, Model Type=Understanding Only2026.05 | 55.9 |