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ResearchFormerly WizWand

Web Browsing on BC-plus (EM, F1)

29.6EMLongCat-Flash-Summary
-0.7687.1161522.884May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LongCat-Flash-SummaryMethod Strategy=Summary, Backbone=LongCat-Flash2026.0529.635.7
GPT-4o-ReActMethod Strategy=ReAct, Backbone=GPT-4o2026.0525.231.6
LongCat-Flash-ReActMethod Strategy=ReAct, Backbone=LongCat-Flash2026.0524.428.5
ZipRL-14BMethod Strategy=Specialized Agent, Backbone=Qwen3-14B2026.0524.427
ZipRL-4BMethod Strategy=Specialized Agent, Backbone=Qwen3-4B2026.052426.9
ZipRL-14BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-14B2026.0523.626.1
Gemini-3-Pro-SummaryMethod Strategy=Summary, Backbone=Gemini-3-Pro2026.0523.227.4
Gemini-3-Pro-ReActMethod Strategy=ReAct, Backbone=Gemini-3-Pro2026.0522.827.8
ZipRL-3BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-3B2026.0522.524.8
ZipRL-8BMethod Strategy=Specialized Agent, Backbone=Qwen3-8B2026.0520.823
ZipRL-7BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-7B2026.0519.521.5
GPT-4o-SummaryMethod Strategy=Summary, Backbone=GPT-4o2026.0517.627.7
WebSailor-32BMethod Strategy=Standard, Backbone=WebSailor-32B2026.0517.625.6
AgentFold-4BMethod Strategy=Specialized Agent, Backbone=Qwen3-4B2026.0515.619.8
AgentFold-8BMethod Strategy=Specialized Agent, Backbone=Qwen3-8B2026.0515.619.3
AgentFold-14BMethod Strategy=Specialized Agent, Backbone=Qwen3-14B2026.0514.816.9
Qwen3-235B-ReActMethod Strategy=ReAct, Backbone=Qwen3-235B2026.051419.5
Qwen3-235B-SummaryMethod Strategy=Summary, Backbone=Qwen3-235B2026.051419.2
ASearcher-14BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-14B2026.0513.217.9
NestBrowse-4BMethod Strategy=Specialized Agent, Backbone=Qwen3-4B2026.0511.215.7
DeepSeek-V3.2-ReActMethod Strategy=ReAct, Backbone=DeepSeek-V3.22026.058.813.3
NestBrowse-8BMethod Strategy=Specialized Agent, Backbone=Qwen3-8B2026.058.814.5
DeepSeek-V3.2-SummaryMethod Strategy=Summary, Backbone=DeepSeek-V3.22026.057.611.5
NestBrowse-14BMethod Strategy=Specialized Agent, Backbone=Qwen3-14B2026.057.611.7
WebSailor-7BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-7B2026.056.48.3
ASearcher-7BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-7B2026.0568.2
WebSailor-3BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-3B2026.052.83.8
Search-R1-14BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-14B2026.051.64.8
Search-R1-3BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-3B2026.050.82.8
Search-R1-7BMethod Strategy=Specialized Agent, Backbone=Qwen2.5-7B2026.050.43.4