Web Research on BrowseComp-zh (Acc, Steps, Speedup)
52.9Accuracy (%)InfoSeeker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InfoSeekerReasoning=Y, Browsing=Y2026.04 | 52.9 | — | — | |
| BrowseMasterReasoning=Y, Browsing=Y2026.04 | 46.5 | — | — | |
| OpenAI DeepResearchReasoning=–, Browsing=Y2026.04 | 42.9 | — | — | |
| Claude-4-OpusReasoning=Y, Browsing=N2026.04 | 37.4 | — | — | |
| LargeAgent=DDV22026.03 | 34.6 | 17.29 | 1 | |
| DeepDiver-V2-38BReasoning=Y, Browsing=Y2026.04 | 34.6 | — | — | |
| AgentCollabAgent=DDV22026.03 | 33.9 | 19.82 | 1.36 | |
| WebExplorer-8BReasoning=Y, Browsing=Y2026.04 | 32 | — | — | |
| WebSailor-72BReasoning=Y, Browsing=Y2026.04 | 30.1 | — | — | |
| OpenAI o1Reasoning=Y, Browsing=N2026.04 | 29.1 | — | — | |
| RouteLLMAgent=DDV22026.03 | 28.2 | 22.4 | 1.09 | |
| Gemini 2.5 ProReasoning=Y, Browsing=N2026.04 | 27.3 | — | — | |
| FrugalGPTAgent=DDV22026.03 | 27.2 | 20.2 | 1.29 | |
| Doubao DeepResearchReasoning=–, Browsing=Y2026.04 | 26 | — | — | |
| DeepDive-32BReasoning=Y, Browsing=Y2026.04 | 25.6 | — | — | |
| LargeAgent=WebSailor2026.03 | 25.5 | 7.79 | 1 | |
| WebSailor-32BReasoning=Y, Browsing=Y2026.04 | 25.5 | — | — | |
| DeepSeek-R1Reasoning=Y, Browsing=N2026.04 | 23.2 | — | — | |
| Perplexity DeepResearchReasoning=–, Browsing=Y2026.04 | 22.6 | — | — | |
| AgentCollabAgent=WebSailor2026.03 | 22.5 | 8.49 | 1.5 | |
| Claude-4-SonnetReasoning=Y, Browsing=N2026.04 | 22.5 | — | — | |
| RandomAgent=DDV22026.03 | 22.3 | 20.56 | 1.12 | |
| RouteLLMAgent=WebSailor2026.03 | 20 | 9.6 | 1.32 | |
| FrugalGPTAgent=WebSailor2026.03 | 19.7 | 10.5 | 1.28 | |
| SmallAgent=DDV22026.03 | 18.3 | 21.75 | 1.54 | |
| WebDancer-32BReasoning=Y, Browsing=Y2026.04 | 18 | — | — | |
| Claude-3.7-SonnetReasoning=Y, Browsing=N2026.04 | 17.7 | — | — | |
| MiroThinker-32B-DPO-v0.2Reasoning=Y, Browsing=Y2026.04 | 17 | — | — | |
| ASearcher-Web-32BReasoning=Y, Browsing=Y2026.04 | 15.6 | — | — | |
| O4-miniReasoning=Y, Browsing=N2026.04 | 15.2 | — | — | |
| RandomAgent=WebSailor2026.03 | 14.9 | 10.48 | 1.2 | |
| SmallAgent=WebSailor2026.03 | 14.2 | 10.38 | 2.03 | |
| Grok3 DeepResearchReasoning=–, Browsing=Y2026.04 | 12.9 | — | — | |
| QwQReasoning=Y, Browsing=N2026.04 | 10 | — | — | |
| DeepSeek-V3Reasoning=N, Browsing=N2026.04 | 8.7 | — | — | |
| DeepSeek (Deep Think)Reasoning=–, Browsing=Y2026.04 | 7.6 | — | — | |
| WebThinker-32BReasoning=Y, Browsing=Y2026.04 | 7.3 | — | — | |
| Qwen2.5-72B-InstructReasoning=N, Browsing=N2026.04 | 6.6 | — | — | |
| GPT-4oReasoning=N, Browsing=N2026.04 | 6.2 | — | — |