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ResearchFormerly WizWand

Knowledge-based Visual Retrieval

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

OKVQA Google Search (test)

84.66PR@5

16

Feb 26, 2026

ReMuQ 1.0 (test)

83.06MRR@5

8

Feb 26, 2026

E-VQA 1.0 (test)

0.449MRR@5

6

Feb 26, 2026

OKVQA WK11M (test)

51.15MRR@5

6

Feb 26, 2026