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Papers Benchmarks Datasets Tasks

Composed Image Retrieval research benchmarks – Page 3 · SOTA2 Research

Composed Image Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multi-Target FashionIQ (val)

42.45mAP@5 (Shirt)

4

Feb 26, 2026

37.4mAP@200

4

Feb 26, 2026

CIRR 1.0 (test)

19.55mAP@1

4

Feb 26, 2026

43.5Recall@1

3

Feb 26, 2026

MVRB Wiki to Product (test)

Reasoning-Augmented Representations

73R@1

2

Feb 26, 2026

MVRB Product Discovery (test)

52.34R@1

2

Feb 26, 2026

MVRB News to Wiki (test)

Reasoning-Augmented Representations

0.555R@1

2

Feb 26, 2026

MVRB Knowledge Relation (test)

Reasoning-Augmented Representations

46R@1

2

Feb 26, 2026

Page 3 of 3

Popular datasets

FashionIQ CIRR Fashion-IQ GeneCIS CIRCO

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