Deep research report generation on Rigorous Bench
0.6257QualityCollabLLM clarify
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CollabLLM clarifyAgent=Gemini Deep Research Agent2026.02 | 0.6257 | 0.6438 | |
| IntentRL clarifyAgent=Gemini Deep Research Agent2026.02 | 0.6247 | 0.6351 | |
| IntentRL clarifyAgent=Tavily Deep Research Agent2026.02 | 0.6205 | 0.5693 | |
| CollabLLM clarifyAgent=Tavily Deep Research Agent2026.02 | 0.6162 | 0.5715 | |
| Tell Me More clarifyAgent=Gemini Deep Research Agent2026.02 | 0.6151 | 0.632 | |
| Learn-to-Ask clarifyAgent=Gemini Deep Research Agent2026.02 | 0.6059 | 0.6247 | |
| no clarifyAgent=Gemini Deep Research Agent2026.02 | 0.605 | 0.6247 | |
| no clarifyAgent=Tavily Deep Research Agent2026.02 | 0.6031 | 0.5576 | |
| Tell Me More clarifyAgent=Tavily Deep Research Agent2026.02 | 0.6021 | 0.5606 | |
| Learn-to-Ask clarifyAgent=Tavily Deep Research Agent2026.02 | 0.5998 | 0.5575 | |
| CollabLLM clarifyAgent=OpenAI Deep Research Agent2026.02 | 0.5593 | 0.629 | |
| IntentRL clarifyAgent=OpenAI Deep Research Agent2026.02 | 0.557 | 0.6187 | |
| IntentRL clarifyAgent=Qwen Deep Research Agent2026.02 | 0.5524 | 0.6001 | |
| CollabLLM clarifyAgent=Qwen Deep Research Agent2026.02 | 0.5495 | 0.5972 | |
| Tell Me More clarifyAgent=OpenAI Deep Research Agent2026.02 | 0.547 | 0.6126 | |
| Qwen clarifyAgent=Qwen Deep Research Agent2026.02 | 0.5468 | 0.5993 | |
| Tell Me More clarifyAgent=Qwen Deep Research Agent2026.02 | 0.5415 | 0.5879 | |
| no clarifyAgent=Qwen Deep Research Agent2026.02 | 0.5342 | 0.5837 | |
| Learn-to-Ask clarifyAgent=Qwen Deep Research Agent2026.02 | 0.534 | 0.5837 | |
| Learn-to-Ask clarifyAgent=OpenAI Deep Research Agent2026.02 | 0.528 | 0.5869 | |
| no clarifyAgent=OpenAI Deep Research Agent2026.02 | 0.5279 | 0.5864 | |
| OpenAI clarifyAgent=OpenAI Deep Research Agent2026.02 | 0.5258 | 0.5936 |