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OOD accuracy prediction research benchmarks · SOTA2 Research

OOD accuracy prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.7MAE

16

Feb 26, 2026

Camelyon17-WILDS

5.47MAE (%)

6

Feb 26, 2026

0.013MAE

6

Feb 26, 2026

CIFAR-10C Saturate

41MAE (%)

6

Feb 26, 2026

1.31MAE (%)

6

Feb 26, 2026

1.45MAE (%)

6

Feb 26, 2026

ImageNet V2 (test)

1.14MAE (%)

6

Feb 26, 2026

CIFAR-10.2 (test)

3.93MAE (%)

6

Feb 26, 2026

CIFAR-10.1 (test)

1.11MAE (OOD Accuracy)

6

Feb 26, 2026

Popular datasets

CIFAR CIFAR-10 ImageNet CAMELYON fMoW

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