Multimodal Search on MMSearch (test)
72.2AccuracyVisual-Seeker
Evaluation results
| Method | Links | |
|---|---|---|
| Visual-SeekerWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 72.2 | |
| Points-Seeker-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 70.8 | |
| Claude-4-SonnetWorkflow Protocol=Agentic Workflow2026.06 | 70.3 | |
| Vision-DeepResearch-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 69.6 | |
| MM-DeepResearch-32BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 69 | |
| Gemini-2.5-ProWorkflow Protocol=Agentic Workflow2026.06 | 67.8 | |
| SenseNova-MARS-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 67.8 | |
| MM-DeepResearch-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 67.8 | |
| Gemini-2.5-FlashWorkflow Protocol=Agentic Workflow2026.06 | 67 | |
| Skywork-R1V4-30B-A3BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 66.1 | |
| GPT-5Workflow Protocol=Agentic Workflow2026.06 | 65.7 | |
| OpenSearch-VL-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 64.5 | |
| DeepEyesV2-7BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 63.7 | |
| WebWatcher-32BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 55.3 | |
| Qwen3-VL-8B-InstructWorkflow Protocol=Agentic Workflow2026.06 | 53.8 | |
| MMSearch-R1-7BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 53.8 | |
| WebWatcher-7BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 49.1 | |
| VSearcher-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 47.2 | |
| Gemini-2.5-ProWorkflow Protocol=Direct Answer2026.06 | 39.8 | |
| GPT-5Workflow Protocol=Direct Answer2026.06 | 33.3 | |
| Gemini-2.5-FlashWorkflow Protocol=Direct Answer2026.06 | 30.4 | |
| Claude-4-SonnetWorkflow Protocol=Direct Answer2026.06 | 18.7 | |
| Qwen3-VL-8B-InstructWorkflow Protocol=Direct Answer2026.06 | 15.2 |