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Papers Benchmarks Datasets Tasks

Out-of-Distribution Retrieval research benchmarks · SOTA2 Research

Out-of-Distribution Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet-1K OOD (test)

88.3AR@1

6

May 8, 2026

Food-101 OOD (test)

90.6AR@1

6

May 8, 2026

FGVC-Aircraft OOD (test)

90.5AR@1

6

May 8, 2026

CIFAR-10 OOD (test)

86.9AR@1

6

May 8, 2026

Oxford-IIIT Pet 80/20 class-disjoint OOD protocol

0.965LP@1

3

May 8, 2026

Popular datasets

ImageNet CIFAR FGVC-Aircraft Oxford-IIIT Pet Food-101

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