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ResearchFormerly WizWand

Real-World Understanding on V* Bench

85.6AccuracyDeepEyes
57.5264.8172.179.39Nov 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
DeepEyesTool=Crop, Param Size=7B2025.1185.6
DeepEyesTool=Crop, Param Size=7B2025.1185.6
Pixel-ReasonerTool=Crop, Param Size=7B2025.1184.3
Pixel-ReasonerTool=Crop, Param Size=7B2025.1184.3
ThymeTool=Code, Param Size=7B2025.1182.2
ThymeTool=Code, Param Size=7B2025.1182.2
DeepEyesV2Tool=General, Param Size=7B2025.1181.8
DeepEyesV2Tool=General, Param Size=7B2025.1181.8
InternVL3Tool=✗, Param Size=8B2025.1181.2
InternVL3Tool=✗, Param Size=8B2025.1181.2
Qwen2.5-VLTool=✗, Param Size=32B2025.1180.6
Qwen2.5-VLTool=✗, Param Size=32B2025.1180.6
Gemini 2.5 ProTool=Code, Param Size=-2025.1179.6
Qwen2.5-VLTool=✗, Param Size=7B2025.1178.5
Qwen2.5-VLTool=✗, Param Size=7B2025.1178.5
LLaVA-OVTool=✗, Param Size=7B2025.1175.4
LLaVA-OVTool=✗, Param Size=7B2025.1175.4
GPT-4oTool=Code, Param Size=-2025.1158.6