Real-World Understanding on V* Bench
85.6AccuracyDeepEyes
Evaluation Results
| Method | Links | |
|---|---|---|
| DeepEyesTool=Crop, Param Size=7B2025.11 | 85.6 | |
| DeepEyesTool=Crop, Param Size=7B2025.11 | 85.6 | |
| Pixel-ReasonerTool=Crop, Param Size=7B2025.11 | 84.3 | |
| Pixel-ReasonerTool=Crop, Param Size=7B2025.11 | 84.3 | |
| ThymeTool=Code, Param Size=7B2025.11 | 82.2 | |
| ThymeTool=Code, Param Size=7B2025.11 | 82.2 | |
| DeepEyesV2Tool=General, Param Size=7B2025.11 | 81.8 | |
| DeepEyesV2Tool=General, Param Size=7B2025.11 | 81.8 | |
| InternVL3Tool=✗, Param Size=8B2025.11 | 81.2 | |
| InternVL3Tool=✗, Param Size=8B2025.11 | 81.2 | |
| Qwen2.5-VLTool=✗, Param Size=32B2025.11 | 80.6 | |
| Qwen2.5-VLTool=✗, Param Size=32B2025.11 | 80.6 | |
| Gemini 2.5 ProTool=Code, Param Size=-2025.11 | 79.6 | |
| Qwen2.5-VLTool=✗, Param Size=7B2025.11 | 78.5 | |
| Qwen2.5-VLTool=✗, Param Size=7B2025.11 | 78.5 | |
| LLaVA-OVTool=✗, Param Size=7B2025.11 | 75.4 | |
| LLaVA-OVTool=✗, Param Size=7B2025.11 | 75.4 | |
| GPT-4oTool=Code, Param Size=-2025.11 | 58.6 |