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ResearchFormerly WizWand

Deep-search QA on BrowseComp (test)

51.5Pass@1OpenAI-DeepResearch
0.85214.00127.1540.299Feb 8, 2026
Updated 8mo ago

Evaluation results

MethodLinks
OpenAI-DeepResearchType=Proprietary Agentic Foundation Model2026.0251.5
OpenAI-o3Type=Proprietary Agentic Foundation Model2026.0249.7
GLM-4.6Type=Open-Source Agentic Foundation Model2026.0245.1
Tongyi-DR-30BBackbone=30B, Type=Open-Source Agentic Foundation Model2026.0243.4
MiroThinker-v1.0-30BBackbone=30B, Type=Open-Source Agentic Foundation Model2026.0241.2
DeepSeek-V3.1Type=Open-Source Agentic Foundation Model2026.0230
Claude-4.5-SonnetType=Proprietary Agentic Foundation Model2026.0219.6
QwQ-32B-RFT-Iter2 (SRR-Judge)Backbone=QwQ-32B, Training Strategy=Iterative RFT, Iteration=2, Supervision Type=SRR-Judge2026.0216.2
DeepDive-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0215.3
QwQ-32B-RFT-Iter1 (SRR-Judge)Backbone=QwQ-32B, Training Strategy=Iterative RFT, Iteration=1, Supervision Type=SRR-Judge2026.0215.1
DeepSeek-R1 + SRR RefineBackbone=DeepSeek-R1, Refinement Method=SRR Refine2026.0214.6
QwQ-32B-SFT + SRR RefineBackbone=QwQ-32B, Training Strategy=SFT, Refinement Method=SRR Refine2026.0214.4
QwQ-32B-RFT-Iter1 (ORM)Backbone=QwQ-32B, Training Strategy=Iterative RFT, Iteration=1, Supervision Type=Outcome Supervision (ORM)2026.0213.9
QwQ-32B-SFTBackbone=QwQ-32B, Training Strategy=SFT2026.0212.6
AFM-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0211.1
WebSailor-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0210.5
QwQ-32B + SRR RefineBackbone=QwQ-32B, Refinement Method=SRR Refine2026.029.1
Kimi-K2-0905Type=Open-Source Agentic Foundation Model2026.027.4
DeepSeek-R1Backbone=DeepSeek-R12026.027.3
QwQ-32BBackbone=QwQ-32B2026.025.4
ASearcher-Web-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.025.2
WebDancer-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.023.8
Search-O1-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.022.8
WebThinker-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.022.8