Open-Ended Deep Research on DeepResearch Bench Open-Ended
52.09Overall ScoreAUQ
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AUQBackbone=GPT-5.12026.01 | 52.09 | 51.6 | 54.21 | 50.69 | 50.13 | |
| AUQBackbone=Gemini-2.5-Pro2026.01 | 51.97 | 49.19 | 53.64 | 51.67 | 51.26 | |
| WebWeaverBackbone=Qwen3-235b2026.01 | 50.62 | 51.29 | 51 | 49.98 | 48.89 | |
| Enterprise Deep ResearchBackbone=Gemini-2.5-pro2026.01 | 50.62 | 49.7 | 51.24 | 50.52 | 50.61 | |
| WebWeaverBackbone=Claude-sonnet-42026.01 | 50.58 | 51.45 | 50.02 | 50.81 | 49.79 | |
| Gemini-2.5-pro-deepresearchBackbone=Gemini-2.5-pro2026.01 | 49.71 | 49.51 | 49.45 | 50.12 | 50 | |
| Openai-deepresearch2026.01 | 46.45 | 46.46 | 43.73 | 49.39 | 47.22 | |
| Claude-research2026.01 | 45 | 45.34 | 42.79 | 47.58 | 44.66 | |
| kimi-research2026.01 | 44.64 | 44.96 | 41.97 | 47.14 | 45.59 | |
| doubao-research2026.01 | 44.34 | 44.84 | 40.56 | 47.95 | 44.69 | |
| langchain-open-deep-research2026.01 | 43.44 | 42.97 | 39.17 | 48.09 | 45.22 |