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Papers Benchmarks Datasets Tasks

Category-level retrieval research benchmarks · SOTA2 Research

Category-level retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

iNaturalist 2018

98.6mAP

98

Feb 26, 2026

ImageNet-1k (val)

57.9mAP

14

Feb 26, 2026

DomainNet coarse-grained

75.7Clipart Top-1 Accuracy

5

May 12, 2026

CIFAR-100 (test)

55.7mAP (%)

5

Feb 26, 2026

Popular datasets

ImageNet DomainNet CIFAR-100 iNaturalist

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