DeepSearch on WebWalker
47.2Success RateWebThinker - DITS-DPO
Evaluation results
| Method | Links | |
|---|---|---|
| WebThinker - DITS-DPOWorkflow=WebThinker, Optimization Strategy=DITS-DPO2025.02 | 47.2 | |
| WebThinker - Optima-DPOWorkflow=WebThinker, Optimization Strategy=Optima-DPO2025.02 | 46.6 | |
| WebThinker - Optima-SFTWorkflow=WebThinker, Optimization Strategy=Optima-SFT2025.02 | 46 | |
| WebThinker - BaseWorkflow=WebThinker, Optimization Strategy=Base2025.02 | 37 | |
| Search-o1Workflow=Search-o12025.02 | 34.1 | |
| RAG Workflow w/ Query PlanningWorkflow=RAG Workflow, Search Components=Query Planning2025.02 | 32.5 | |
| RAG Workflow w/ Iterative RAGWorkflow=RAG Workflow, Search Components=Iterative RAG2025.02 | 31.5 | |
| RAG WorkflowWorkflow=RAG Workflow2025.02 | 31.2 | |
| Direct ReasoningWorkflow=Direct Reasoning2025.02 | 4.3 |