Fine-grained Visual Reasoning on V-Star, HR-Bench-4K, and HR-Bench-8K
85.9Average ScoreP2R-8B
Evaluation results
| Method | Links | |
|---|---|---|
| P2R-8BParameters=8B2026.07 | 85.9 | |
| P2R-4BParameters=4B2026.07 | 85.2 | |
| Qwen3-VL-Instruct-32BParameters=32B2026.07 | 79.7 | |
| DeepEyes-7BParameters=7B2026.07 | 79.3 | |
| P2R-2BParameters=2B2026.07 | 78.1 | |
| Thyme-7BParameters=7B2026.07 | 77.1 | |
| ZoomEye-7BParameters=7B2026.07 | 76.5 | |
| Qwen3-VL-Instruct-8BParameters=8B2026.07 | 76.2 | |
| Qwen3-VL-Instruct-4BParameters=4B2026.07 | 74.2 | |
| PixelReasoner-7BParameters=7B2026.07 | 73.5 | |
| Qwen3-VL-Instruct-2BParameters=2B2026.07 | 70 | |
| GPT-4o2026.07 | 60 |