Question Answering on SlideVQA MP
47.96EMOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursPolicy Model=Doc-Search2026.05 | 47.96 | 42.43 | 52.18 | |
| StepSearchPolicy Model=StepSearch2026.05 | 47.9 | 42.64 | 52.11 | |
| R-SearchPolicy Model=R-Search2026.05 | 44.26 | 39.44 | 48.49 | |
| ReSearchPolicy Model=ReSearch2026.05 | 43.78 | 38.97 | 47.91 | |
| Search-R1Policy Model=Search-R12026.05 | 43.55 | 40.12 | 49.62 | |
| IKEAPolicy Model=IKEA2026.05 | 43.01 | 39.84 | 48.48 | |
| AutoRefinePolicy Model=AutoRefine2026.05 | 42.84 | 38.43 | 47.73 | |
| DeepResearcherPolicy Model=DeepResearcher2026.05 | 41.32 | 36.79 | 45.75 | |
| ZeroSearchPolicy Model=ZeroSearch2026.05 | 40.81 | 36.67 | 47.14 | |
| ASearcherPolicy Model=ASearcher2026.05 | 35.41 | 31.18 | 40.31 |