High-Resolution Image Perception on V* Bench
96.34Overall ScoreActiveScope
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ActiveScopeModel=Qwen3VL 4B2026.06 | 96.34 | 95.65 | 97.37 | |
| ZoomEyeModel=Qwen3VL 4B2026.06 | 93.19 | 92.17 | 94.74 | |
| LLaVA-OV-7BCVSearch=true2026.05 | 91.6 | 95.7 | 85.5 | |
| LLaVA-OV-7BCVSearch=true2026.05 | 91.6 | 95.7 | 85.5 | |
| DeepEyesCVSearch=false2026.05 | 90.1 | 91.3 | 88.2 | |
| Qwen2.5-VL-7BCVSearch=true2026.05 | 90.1 | 93 | 85.5 | |
| Qwen2.5-VL-7BCVSearch=true2026.05 | 90.1 | 93 | 85.5 | |
| RegularModel=Qwen3VL 4B2026.06 | 89.53 | 86.96 | 93.42 | |
| ViCropModel=Qwen3VL 4B2026.06 | 89.01 | 86.96 | 92.11 | |
| InternVL2.5-8BCVSearch=true2026.05 | 89 | 86.1 | 93.4 | |
| InternVL2.5-8BCVSearch=true2026.05 | 89 | 86.1 | 93.4 | |
| Qwen2.5-VL-32B2026.05 | 85.9 | 83.5 | 89.5 | |
| ActiveScopeModel=InternVL2.5 4B2026.06 | 80.63 | 80 | 81.58 | |
| Pixel-ReasonerCVSearch=false2026.05 | 80.6 | 83.5 | 76.3 | |
| ZoomEyeModel=InternVL2.5 4B2026.06 | 79.58 | 80.87 | 77.63 | |
| InternVL3-38B2026.05 | 77.5 | 77.4 | 77.6 | |
| ICoTModel=Qwen3VL 4B2026.06 | 76.11 | 76.85 | 75 | |
| LLaVA-OV-7BCVSearch=false2026.05 | 75.4 | 75.7 | 75 | |
| LLaVA-OV-7BCVSearch=false2026.05 | 75.4 | 75.7 | 75 | |
| Qwen2.5-VL-7BCVSearch=false2026.05 | 71.2 | 73.9 | 67.1 | |
| Qwen2.5-VL-7BCVSearch=false2026.05 | 71.2 | 73.9 | 67.1 | |
| InternVL2.5-8BCVSearch=false2026.05 | 69.1 | 67.8 | 71.1 | |
| InternVL2.5-8BCVSearch=false2026.05 | 69.1 | 67.8 | 71.1 | |
| RegularModel=InternVL2.5 4B2026.06 | 68.59 | 68.7 | 68.42 | |
| GPT 4o2026.05 | 66 | — | — | |
| RegularModel=GPT4o2026.06 | 66 | — | — | |
| VisCropCVSearch=false2026.05 | 62.3 | — | — | |
| LLaVA-v1.6-7B2026.05 | 61.8 | 60.9 | 63.2 | |
| LLaVA-v1.6-13B2026.05 | 61.8 | 60 | 64.5 | |
| ICoTModel=InternVL2.5 4B2026.06 | 60.21 | 59.13 | 61.84 | |
| LLaVA-HR-X-7B2026.05 | 56.5 | 51.3 | 64.5 | |
| DC2CVSearch=false2026.05 | 51.6 | 49.6 | 59.2 | |
| ViCropModel=InternVL2.5 4B2026.06 | 51.13 | 44 | 58.25 |