Search-based Question Answering on DeepResearchBench (test)
34.63Component ScoreCo-ReAct
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Co-ReActSearch Agent=Qwen3-14B, Answer Rewriter=Qwen3-235B2026.05 | 34.63 | 31.76 | 43.5 | 40.52 | 36.92 | |
| CRITICSearch Agent=Qwen3-14B, Answer Rewriter=Qwen3-235B2026.05 | 32.53 | 30.35 | 42.64 | 40.17 | 35.64 | |
| Co-ReActSearch Agent=Qwen3-8B, Answer Rewriter=Qwen3-235B2026.05 | 31.48 | 28.18 | 41.19 | 39.26 | 34.01 | |
| Self-RefineSearch Agent=Qwen3-14B, Answer Rewriter=Qwen3-235B2026.05 | 31.37 | 28.64 | 41.17 | 38.83 | 34.24 | |
| ReActSearch Agent=Qwen3-14B, Answer Rewriter=Qwen3-235B2026.05 | 31.25 | 28.29 | 41.44 | 39.39 | 34.23 | |
| Self-RefineSearch Agent=Qwen3-8B, Answer Rewriter=Qwen3-235B2026.05 | 30.71 | 27.66 | 41.44 | 38.25 | 33.71 | |
| Best-of-NSearch Agent=Qwen3-14B, Answer Rewriter=Qwen3-235B2026.05 | 30.34 | 27.04 | 40.74 | 37.99 | 33.19 | |
| CRITICSearch Agent=Qwen3-8B, Answer Rewriter=Qwen3-235B2026.05 | 30.25 | 27.45 | 41.03 | 37.93 | 33.37 | |
| Best-of-NSearch Agent=Qwen3-8B, Answer Rewriter=Qwen3-235B2026.05 | 30.19 | 26.82 | 40.9 | 38.62 | 33.27 | |
| ReActSearch Agent=Qwen3-8B, Answer Rewriter=Qwen3-235B2026.05 | 30.13 | 27.42 | 40.58 | 37.82 | 33.18 | |
| Step-BackSearch Agent=Qwen3-8B, Answer Rewriter=Qwen3-235B2026.05 | 28.4 | 25.97 | 39.5 | 37.95 | 32.05 | |
| Step-BackSearch Agent=Qwen3-14B, Answer Rewriter=Qwen3-235B2026.05 | 27.93 | 25.55 | 39.39 | 37.58 | 31.69 |