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ResearchFormerly WizWand

High-Resolution Multi-modal Search on HR-MMSearch

48.52ScoreGemini-3-Pro
-1.337611.606224.5537.4938Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Gemini-3-ProWorkflow=Agentic Model, Zero-shot=true2026.0748.52
GPT-5.2Workflow=Agentic Model, Zero-shot=true2026.0748.2
VideoSearcher-8BWorkflow=Agentic Model, Zero-shot=false2026.0743.61
Gemini-3-FlashWorkflow=Agentic Model, Zero-shot=true2026.0741.64
VideoSearcher-4BWorkflow=Agentic Model, Zero-shot=false2026.0739.67
Qwen3-VL-32B-InstructWorkflow=Agentic Model, Zero-shot=true2026.0734.43
Qwen2.5-VL-32B-InstructWorkflow=Agentic Model, Zero-shot=true2026.0733.44
GPT-4oWorkflow=Agentic Model, Zero-shot=true2026.0730.16
Qwen3-VL-8B-InstructWorkflow=Agentic Model, Zero-shot=true2026.0727.87
Gemini-3-ProWorkflow=Direct Answer, Zero-shot=false2026.0726.89
Webwatcher-7BWorkflow=Agentic Model, Zero-shot=false2026.0726.89
GPT-5.2Workflow=Direct Answer, Zero-shot=false2026.0724.92
Qwen3-VL-4B-InstructWorkflow=Agentic Model, Zero-shot=true2026.0724.92
Visual-ARFTWorkflow=Agentic Model, Zero-shot=false2026.0724.92
Gemini-3-FlashWorkflow=Direct Answer, Zero-shot=false2026.0721.97
MMSearch-R1Workflow=Agentic Model, Zero-shot=false2026.0720.33
Qwen2.5-VL-7B-InstructWorkflow=Agentic Model, Zero-shot=true2026.0719.34
Qwen3-VL-32B-InstructWorkflow=Direct Answer, Zero-shot=false2026.0719.02
DeepEyesV2Workflow=Agentic Model, Zero-shot=false2026.0714.1
GPT-4oWorkflow=Direct Answer, Zero-shot=false2026.0713.11
Qwen3-VL-8B-InstructWorkflow=Direct Answer, Zero-shot=false2026.0712.13
Qwen2.5-VL-32B-InstructWorkflow=Direct Answer, Zero-shot=false2026.073.93
Qwen3-VL-4B-InstructWorkflow=Direct Answer, Zero-shot=false2026.073.61
Qwen2.5-VL-7B-InstructWorkflow=Direct Answer, Zero-shot=false2026.070.58