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Papers Benchmarks Datasets Tasks

Text-Image Retrieval research benchmarks · SOTA2 Research

Text-Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

60.6Rank@5

19

Apr 30, 2026

37.61R@1

14

Feb 26, 2026

Flickr&CO (test)

73.65Retrieval Score (DE)

14

Feb 26, 2026

repurposed DOTA Level 1 Complexity (test)

12R@1

11

Feb 26, 2026

26.88Recall@1

10

Feb 26, 2026

PathFLIP (Ours)

13.92Recall@1

10

Feb 26, 2026

MIMIC-CXR 5x200

63.1mAP@1

9

Feb 26, 2026

87.7NDCG@10

6

Mar 4, 2026

85.84NDCG@10

6

Mar 4, 2026

73.56NDCG@10

6

Mar 4, 2026

Average across datasets

3.5Speedup

5

Mar 4, 2026

Popular datasets

MIMIC-CXR Flickr DOTA SBU Fashion-Gen

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