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Passage Ranking research benchmarks – Page 2 · SOTA2 Research

Passage Ranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

INDIC-MARCO Oriya Small (dev)

0.086MRR@10

3

Feb 26, 2026

INDIC-MARCO Marathi Small (dev)

20.7MRR@10

3

Feb 26, 2026

INDIC-MARCO Malayalam Small (dev)

19.8MRR@10

3

Feb 26, 2026

INDIC-MARCO Kannada Small (dev)

0.219MRR@10

3

Feb 26, 2026

INDIC-MARCO Hindi Small (dev)

22.3MRR@10

3

Feb 26, 2026

INDIC-MARCO Gujarati Small (dev)

23.2MRR@10

3

Feb 26, 2026

INDIC-MARCO Bengali Small (dev)

0.221MRR@10

3

Feb 26, 2026

INDIC-MARCO Assamese Small (dev)

0.176MRR@10

3

Feb 26, 2026

MS MARCO 1M passages

70.3MRR@10

1

Jun 26, 2026

Page 2 of 2

Popular datasets

MS MARCO INDIC-MARCO TREC DL NQ WEBQUESTIONS

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