Retrieval on E-VQA standard (test)
44.1R@1WikiSeeker
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| WikiSeekerRefiner=w.2026.04 | 44.1 | 59.9 | 62.1 | 62.3 | |
| OMGM2026.04 | 42.8 | 55.7 | 58.1 | 58.7 | |
| EchoSight2026.04 | 36.5 | 47.9 | 48.8 | 48.8 | |
| WikiSeekerRefiner=w/o.2026.04 | 28 | 37.2 | 40.9 | 43.4 | |
| ReflectiVA2026.04 | 15.6 | 36.1 | — | 49.8 | |
| CoRe-MMRAG2026.04 | 13.3 | 31.3 | 41 | — | |
| CLIP I-T2026.04 | 3.3 | 7.7 | 12.1 | 16.5 | |
| Wiki-LLaVA2026.04 | 3.3 | — | 9.9 | 13.2 |