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Papers Benchmarks Datasets Tasks

Text-to-Text Retrieval research benchmarks · SOTA2 Research

Text-to-Text Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMDocRAG (test)

67.4MRR

19

Apr 28, 2026

0.255Recall@1

13

Apr 21, 2026

64.52R@1

13

Apr 21, 2026

50.3Recall@1

13

Apr 21, 2026

43.7mAP

12

Mar 23, 2026

60.8mAP

12

Mar 23, 2026

31.9mAP

12

Mar 23, 2026

Crisscrossed Captions (CxC)

61.8R@1

10

Feb 26, 2026

83.4R@10

6

Feb 26, 2026

M-BEIR WebQA (t→t)

58.3Recall@1

4

Jun 9, 2026

NLP Retrieval Benchmarks standard (test)

57.42IMDB Retrieval Score

4

Apr 10, 2026

Popular datasets

COCO AudioCaps Clotho Flickr30k nocaps

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