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ResearchFormerly WizWand

Deep Research on BrowseComp-ZH (BC-zh) original (test)

58.1Pass@1OpenAI-o3
5.26818.98432.746.416Jan 26, 2026Jan 28, 2026Jan 30, 2026Feb 1, 2026Feb 3, 2026Feb 5, 2026Feb 8, 2026
Updated 8mo ago

Evaluation results

MethodLinks
OpenAI-o3Backbone Group=Large Size Foundation Models (> 100B)2026.0158.1
OpenAI-o3Type=Proprietary Agentic Foundation Model2026.0258.1
GLM-4.6Type=Open-Source Agentic Foundation Model2026.0249.5
DeepSeek-V3.1Backbone Group=Large Size Foundation Models (> 100B)2026.0149.2
DeepSeek-V3.1Type=Open-Source Agentic Foundation Model2026.0249.2
DeepSeek-V3.2Backbone Group=Large Size Foundation Models (> 100B)2026.0147.9
MiroThinker-v1.0-30BBackbone=30B, Type=Open-Source Agentic Foundation Model2026.0247.8
Tongyi-DeepResearchBackbone Group=Medium Size Deep Research Agents (30B-72B)2026.0146.7
Tongyi-DR-30BBackbone=30B, Type=Open-Source Agentic Foundation Model2026.0246.7
WebSailor-v2-30B-A3B (RL)Backbone Group=Medium Size Deep Research Agents (30B-72B), Training Protocol=RL2026.0144.1
OpenAI-DeepResearchType=Proprietary Agentic Foundation Model2026.0242.9
Claude-4.5-SonnetType=Proprietary Agentic Foundation Model2026.0240.8
QwQ-32B-RFT-Iter2 (SRR-Judge)Backbone=QwQ-32B, Training Strategy=Iterative RFT, Iteration=2, Supervision Type=SRR-Judge2026.0238.3
DeepSeek-R1 + SRR RefineBackbone=DeepSeek-R1, Refinement Method=SRR Refine2026.0237.8
DeepSeek-R1Backbone=DeepSeek-R12026.0236.5
QwQ-32B-RFT-Iter1 (SRR-Judge)Backbone=QwQ-32B, Training Strategy=Iterative RFT, Iteration=1, Supervision Type=SRR-Judge2026.0236.5
QwQ-32B-RFT-Iter1 (ORM)Backbone=QwQ-32B, Training Strategy=Iterative RFT, Iteration=1, Supervision Type=Outcome Supervision (ORM)2026.0232.8
QwQ-32B-SFT + SRR RefineBackbone=QwQ-32B, Training Strategy=SFT, Refinement Method=SRR Refine2026.0232
WebExplorer-8B (RL)Backbone Group=Small Size Deep Research Agents (< 10B), Training Protocol=RL2026.0131.8
QwQ-32B-SFTBackbone=QwQ-32B, Training Strategy=SFT2026.0231.8
WebSailor-72BBackbone Group=Medium Size Deep Research Agents (30B-72B)2026.0130.1
DeepDive-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0229.7
QwQ-32B + SRR RefineBackbone=QwQ-32B, Refinement Method=SRR Refine2026.0229.2
Claude-4-SonnetBackbone Group=Large Size Foundation Models (> 100B)2026.0129.1
Kimi-K2Backbone Group=Large Size Foundation Models (> 100B)2026.0128.8
WebSailor-v2-30B-A3B (SFT)Backbone Group=Medium Size Deep Research Agents (30B-72B), Training Protocol=SFT2026.0128.3
OffSeeker-8B (DPO)Backbone Group=Small Size Deep Research Agents (< 10B), Training Protocol=DPO2026.0126.6
Doubao-DeepThinkType=Proprietary Agentic Foundation Model2026.0226
WebSailor-32BBackbone Group=Medium Size Deep Research Agents (30B-72B)2026.0125.5
WebSailor-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0225.5
OffSeeker-8B (SFT)Backbone Group=Small Size Deep Research Agents (< 10B), Training Protocol=SFT2026.0124.2
QwQ-32BBackbone=QwQ-32B2026.0223.4
Kimi-K2-0905Type=Open-Source Agentic Foundation Model2026.0222.2
WebDancer-QwQBackbone Group=Medium Size Deep Research Agents (30B-72B)2026.0118
WebDancer-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0218
Search-O1-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0217.9
MiroThinker-32B-DPO-v0.1Backbone Group=Medium Size Deep Research Agents (30B-72B), Training Protocol=DPO2026.0117
DeepDive-9B (SFT)Backbone Group=Small Size Deep Research Agents (< 10B), Training Protocol=SFT2026.0115.7
ASearcher-Web-QwQBackbone Group=Medium Size Deep Research Agents (30B-72B)2026.0115.6
ASearcher-Web-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.0215.6
DeepDive-9B (RL)Backbone Group=Small Size Deep Research Agents (< 10B), Training Protocol=RL2026.0115.1
WebSailor-7BBackbone Group=Small Size Deep Research Agents (< 10B)2026.0114.2
MiroThinker-8B-DPO-v0.1Backbone Group=Small Size Deep Research Agents (< 10B), Training Protocol=DPO2026.0113.6
Grok-DeepResearchType=Proprietary Agentic Foundation Model2026.0212.9
WebThinker-32BBackbone=32B, Type=Open-Source Deep Search Solution2026.027.3