Information Retrieval on VisRBench TextQA SP
83.27Top-1 AccuracyOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursPolicy Model=Doc-Search2026.05 | 83.27 | 94.98 | 2.06 | |
| ReSearchPolicy Model=ReSearch2026.05 | 75.55 | 91.95 | 22.04 | |
| Search-R1Policy Model=Search-R12026.05 | 74.34 | 91.44 | 9.99 | |
| IKEAPolicy Model=IKEA2026.05 | 73.73 | 89.83 | 10.64 | |
| DeepResearcherPolicy Model=DeepResearcher2026.05 | 70.68 | 87.09 | 27.56 | |
| AutoRefinePolicy Model=AutoRefine2026.05 | 70.4 | 87.26 | 11.09 | |
| R-SearchPolicy Model=R-Search2026.05 | 68.77 | 86.72 | 20.94 | |
| StepSearchPolicy Model=StepSearch2026.05 | 68.34 | 87.88 | 0.61 | |
| ASearcherPolicy Model=ASearcher2026.05 | 66.02 | 75.92 | 32.06 | |
| ZeroSearchPolicy Model=ZeroSearch2026.05 | 56.01 | 71.42 | 34.44 |