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ResearchFormerly WizWand

Deep Research on BrowseComp+

55.33AccuracyQwen3-235B (w/ Pensieve)
-0.965213.649928.26542.8801Feb 2, 2026Feb 9, 2026Feb 16, 2026Feb 23, 2026Mar 2, 2026Mar 9, 2026Mar 17, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Qwen3-235B (w/ Pensieve)Context=256K2026.0255.33
OPENRESEARCHER2026.0354.8
StateLM-14B-RLContext=128K2026.0252.67
StateLM-14BContext=128K2026.0251.33
StateLM-8B-RLContext=128K2026.0246.44
StateLM-8BContext=128K2026.0246.22
Tongyi DeepResearchtype=Deep Research Agents2026.0344.5
Claude-4-Opustype=Foundation Models with Tools2026.0336.8
GPT-4.1type=Foundation Models with Tools2026.0336.4
Kimi-K2type=Foundation Models with Tools2026.0335.4
StateLM-4BContext=128K2026.0235.33
CutBill-30B-A3Btype=Deep Research Agents2026.0330.3
Gemini-2.5-ProScaffold=ReAct2026.0229.52
Gemini-2.5-Protype=Foundation Models with Tools2026.0329.5
WideSeek-8B-RLScaffold=WideSeek2026.0226.42
GPT-OSS-120B-LowScaffold=ReAct2026.0225.54
WideSeek-8B-SFTScaffold=WideSeek2026.0223.61
WideSeek-8B-SFT-RLScaffold=WideSeek2026.0223.61
Nemotron-3-Nanotype=Foundation Models with Tools2026.0320.8
DeepSeek-R1type=Foundation Models with Tools2026.0316.4
DeepSeek-R1-0528Scaffold=ReAct2026.0216.39
Qwen3-30B-A3BScaffold=WideSeek2026.0214.82
Qwen3-8BScaffold=WideSeek2026.0214.22
Search-R1-32BScaffold=ReAct2026.0211.08
Qwen3-32BScaffold=ReAct2026.0210.72
Qwen3-4B-Instruct (TIPS)Model=Qwen3-4B-Instruct, Training Protocol=TIPS2026.039.4
Qwen3-4B-Instruct (PPO)Model=Qwen3-4B-Instruct, Training Protocol=PPO2026.036.75
Qwen3-8BContext=128K2026.025.56
Qwen3-14BContext=128K2026.025.46
Search-R1-32BModel=Search-R1-32B, Training Protocol=PPO2026.034.11
Qwen2.5-7B-Instruct (TIPS)Model=Qwen2.5-7B-Instruct, Training Protocol=TIPS2026.034.1
Qwen2.5-7B-Instruct (GRPO)Model=Qwen2.5-7B-Instruct, Training Protocol=GRPO2026.033.61
Qwen3-4BContext=128K2026.022.89
Qwen3-4B-Instruct (GRPO)Model=Qwen3-4B-Instruct, Training Protocol=GRPO2026.032.65
Qwen2.5-3B-Instruct (TIPS)Model=Qwen2.5-3B-Instruct, Training Protocol=TIPS2026.031.57
Qwen2.5-7B-Instruct (PPO)Model=Qwen2.5-7B-Instruct, Training Protocol=PPO2026.031.24
Qwen2.5-3B-Instruct (PPO)Model=Qwen2.5-3B-Instruct, Training Protocol=PPO2026.031.2
Qwen2.5-3B-Instruct (GRPO)Model=Qwen2.5-3B-Instruct, Training Protocol=GRPO2026.031.2