Multimodal Search on BrowseComp-VL (Accuracy)
49.1Accuracy (BrowseComp-VL)GPT-5
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-5Workflow Protocol=Agentic Workflow2026.06 | 49.1 | |
| Visual-SeekerWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 47.6 | |
| GPT-5Workflow Protocol=Direct Answer2026.06 | 47.2 | |
| Gemini-2.5-ProWorkflow Protocol=Agentic Workflow2026.06 | 45.2 | |
| Points-Seeker-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 44.4 | |
| Claude-4-SonnetWorkflow Protocol=Agentic Workflow2026.06 | 44.1 | |
| Gemini-2.5-ProWorkflow Protocol=Direct Answer2026.06 | 43.1 | |
| Gemini-2.5-FlashWorkflow Protocol=Agentic Workflow2026.06 | 43.1 | |
| MM-DeepResearch-32BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 43 | |
| Vision-DeepResearch-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 42.6 | |
| Skywork-R1V4-30B-A3BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 38.4 | |
| MM-DeepResearch-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 37.9 | |
| OpenSearch-VL-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 37.6 | |
| Gemini-2.5-FlashWorkflow Protocol=Direct Answer2026.06 | 37.1 | |
| Gemini-3-ProModel Type=Proprietary, Tool Usage=Web Tools2026.03 | 35 | |
| Gemini-3-FlashModel Type=Proprietary, Tool Usage=Web Tools2026.03 | 31.3 | |
| VSearcherModel Type=Agentic2026.03 | 30.8 | |
| VSearcher-8BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 30.8 | |
| Claude-4-SonnetWorkflow Protocol=Direct Answer2026.06 | 29.3 | |
| GPT-5Model Type=Proprietary, Tool Usage=Web Tools2026.03 | 29 | |
| Qwen3-VL-8B-InstructWorkflow Protocol=Agentic Workflow2026.06 | 28.4 | |
| Qwen3-VL-PlusModel Type=Proprietary, Tool Usage=Web Tools2026.03 | 28 | |
| Qwen3-VL-30B-A3B-ThinkingModel Type=Open-source, Tool Usage=Web Tools2026.03 | 27.5 | |
| WebWatcher-32BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 27 | |
| Qwen3-VL-8B-InstructWorkflow Protocol=Direct Answer2026.06 | 25.1 | |
| Qwen3-VL-8B-ThinkingModel Type=Open-source, Tool Usage=Web Tools2026.03 | 24.8 | |
| Qwen2.5-VL-72B-InstructModel Type=Open-source, Tool Usage=Web Tools2026.03 | 24.3 | |
| DeepEyesV2Model Type=Agentic2026.03 | 22 | |
| Qwen3-VL-4B-ThinkingModel Type=Open-source, Tool Usage=Web Tools2026.03 | 21.5 | |
| WebWatcher-7BWorkflow Protocol=Multimodal Deep Search Agent2026.06 | 21.2 | |
| InternVL3.5-38BModel Type=Open-source, Tool Usage=Web Tools2026.03 | 19.3 | |
| InternVL3.5-8BModel Type=Open-source, Tool Usage=Web Tools2026.03 | 17.8 | |
| GPT-4oModel Type=Proprietary, Tool Usage=Web Tools2026.03 | 17.3 | |
| MMSearch-R1Model Type=Agentic2026.03 | 16 |