General Reasoning & Understanding on MMStar (Accuracy)
66.8Accuracy (MMStar General Reasoning)V-STAR
Evaluation results
| Method | Links | |
|---|---|---|
| V-STARData Size=40k2026.04 | 66.8 | |
| VL-CogitoData Size=80k2026.04 | 65.3 | |
| ThinkLite-VLData Size=11k2026.04 | 65 | |
| Qwen3-VL-8BMode=base2026.05 | 64.6 | |
| S^3-FTBackbone=Qwen3-VL-8B, Mode=Single-view2026.05 | 64.1 | |
| S^3-FTBackbone=Qwen3-VL-8B, Mode=Cross-viewpoint2026.05 | 63.7 | |
| VL-RethinkerData Size=39k2026.04 | 63 | |
| Qwen2.5VL2026.04 | 61.7 | |
| S^3-FTBackbone=Qwen2.5-VL-7B, Mode=Single-view2026.05 | 61.2 | |
| OpenVLThinkerData Size=59.2k2026.04 | 60.7 | |
| S^3-FTBackbone=Qwen2.5-VL-7B, Mode=Cross-viewpoint2026.05 | 60.6 | |
| Qwen2.5-VL-7BMode=base2026.05 | 59.7 | |
| R1-OnevisionData Size=155k2026.04 | 56.2 | |
| Vision-R1Data Size=210k2026.04 | 56 |