Report Generation on DeepResearch Gym (test)
70.4ClarityPrompt
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PromptParadigm=Naive, Backbone=Qwen3-32B2026.06 | 70.4 | 69.1 | 81.1 | 76.7 | 0 | 53.2 | 58.42 | |
| RAGParadigm=Naive, Backbone=Qwen3-32B2026.06 | 64.6 | 67.2 | 74.6 | 71 | 4.3 | 52.4 | 55.68 | |
| SCAFFOLDAGENTParadigm=Multi-Agent, Backbone=Qwen3-32B2026.06 | 63.3 | 82.4 | 75.5 | 85.2 | 79.8 | 68.8 | 75.83 | |
| IRCoTParadigm=Single-Agent, Backbone=Qwen3-32B2026.06 | 62.3 | 73.1 | 74.6 | 77.3 | 83.8 | 56.6 | 71.28 | |
| WebWeaverParadigm=Multi-Agent, Backbone=Qwen3-32B2026.06 | 62.1 | 77.9 | 71.2 | 80.5 | 59.5 | 67.1 | 69.72 | |
| StackPlannerParadigm=Multi-Agent, Backbone=Qwen3-32B2026.06 | 62.1 | 69.4 | 66.1 | 77.8 | 31.8 | 59.2 | 61.07 | |
| ReActParadigm=Single-Agent, Backbone=Qwen3-32B2026.06 | 60.5 | 83.4 | 60.3 | 74.9 | 61.9 | 65.4 | 67.73 | |
| EDRParadigm=Multi-Agent, Backbone=Qwen3-32B2026.06 | 55.8 | 76.8 | 74.6 | 84.9 | 89.5 | 62.7 | 74.05 | |
| WebShaperParadigm=Single-Agent, Backbone=Qwen3-32B2026.06 | 49.4 | 59 | 54.2 | 75.2 | 26.8 | 59.7 | 54.05 | |
| STORMParadigm=Multi-Agent, Backbone=Qwen3-32B2026.06 | 31 | 54 | 67 | 65.5 | 81.5 | 46 | 57.5 |