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O.O.D. Classification research benchmarks · SOTA2 Research

O.O.D. Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MetaShift Animals

91.4OOD Accuracy

13

Jun 4, 2026

MetaShift Cat vs. Dog

OpenCLIP ZS (full image)

92.4Accuracy

13

Jun 4, 2026

94Accuracy

13

Jun 4, 2026

95.7Accuracy

13

Jun 4, 2026

Popular datasets

MetaShift Spawrious

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