Fine-grained Perception on V*
78.8AccuracyVisual Para-Thinker
Evaluation results
| Method | Links | |
|---|---|---|
| Visual Para-ThinkerSize=7B2026.02 | 78.8 | |
| GPT5-miniSize=-2026.02 | 78.6 | |
| Qwen2.5-VLSize=72B2026.02 | 76.9 | |
| Gemini2.5-ProSize=-2026.02 | 76.7 | |
| SequentialSize=7B2026.02 | 76.1 | |
| Qwen2.5-VLSize=7B2026.02 | 75.9 | |
| Majority voting@4Size=7B2026.02 | 75.6 | |
| GPT-4oSize=-2026.02 | 73.9 | |
| Visual Para-ThinkerSize=3B2026.02 | 67.9 | |
| SequentialSize=3B2026.02 | 65 | |
| Majority voting@4Size=3B2026.02 | 64.7 | |
| Qwen2.5-VLSize=3B2026.02 | 63.3 | |
| Claude-4-SonnetSize=-2026.02 | 45 |