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ResearchFormerly WizWand

Deep research report generation on Rigorous Bench

0.6257QualityCollabLLM clarify
0.5218040.5487770.575750.602723Feb 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
CollabLLM clarifyAgent=Gemini Deep Research Agent2026.020.62570.6438
IntentRL clarifyAgent=Gemini Deep Research Agent2026.020.62470.6351
IntentRL clarifyAgent=Tavily Deep Research Agent2026.020.62050.5693
CollabLLM clarifyAgent=Tavily Deep Research Agent2026.020.61620.5715
Tell Me More clarifyAgent=Gemini Deep Research Agent2026.020.61510.632
Learn-to-Ask clarifyAgent=Gemini Deep Research Agent2026.020.60590.6247
no clarifyAgent=Gemini Deep Research Agent2026.020.6050.6247
no clarifyAgent=Tavily Deep Research Agent2026.020.60310.5576
Tell Me More clarifyAgent=Tavily Deep Research Agent2026.020.60210.5606
Learn-to-Ask clarifyAgent=Tavily Deep Research Agent2026.020.59980.5575
CollabLLM clarifyAgent=OpenAI Deep Research Agent2026.020.55930.629
IntentRL clarifyAgent=OpenAI Deep Research Agent2026.020.5570.6187
IntentRL clarifyAgent=Qwen Deep Research Agent2026.020.55240.6001
CollabLLM clarifyAgent=Qwen Deep Research Agent2026.020.54950.5972
Tell Me More clarifyAgent=OpenAI Deep Research Agent2026.020.5470.6126
Qwen clarifyAgent=Qwen Deep Research Agent2026.020.54680.5993
Tell Me More clarifyAgent=Qwen Deep Research Agent2026.020.54150.5879
no clarifyAgent=Qwen Deep Research Agent2026.020.53420.5837
Learn-to-Ask clarifyAgent=Qwen Deep Research Agent2026.020.5340.5837
Learn-to-Ask clarifyAgent=OpenAI Deep Research Agent2026.020.5280.5869
no clarifyAgent=OpenAI Deep Research Agent2026.020.52790.5864
OpenAI clarifyAgent=OpenAI Deep Research Agent2026.020.52580.5936