Retrieval on InfoSeek standard (val)
67Recall@1WikiSeeker
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WikiSeekerRefiner=w.2026.04 | 67 | 83.7 | 86.9 | 87.7 | |
| OMGM2026.04 | 64 | 80.8 | 83.6 | 84.8 | |
| ReflectiVA2026.04 | 56.1 | 77.6 | — | 86.4 | |
| WikiSeekerRefiner=w/o.2026.04 | 53.5 | 74.6 | 77.8 | 78.5 | |
| EchoSight2026.04 | 53.2 | 74 | 77.4 | 77.9 | |
| LLM-RA2026.04 | 47.3 | 53.8 | — | — | |
| CoRe-MMRAG2026.04 | 45.6 | 67.1 | 73 | — | |
| mR2AG2026.04 | 38 | — | 65 | 71 | |
| Wiki-LLaVA2026.04 | 36.9 | — | 66.1 | 71.9 | |
| CLIP I-T2026.04 | 32 | 54 | 61.6 | 68.2 |