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Papers Benchmarks Datasets Tasks

Open-Set Test-Time Adaptation research benchmarks · SOTA2 Research

Open-Set Test-Time Adaptation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-10-C (test)

85.77Accuracy

62

Apr 3, 2026

CIFAR-100-C (test)

65.17Accuracy

51

Apr 3, 2026

Tiny-ImageNet-C

38.96Accuracy

27

Apr 3, 2026

ImageNet-C (test)

51.57Accuracy

27

Apr 3, 2026

LAION-C (severity = 3, kappa = 0.5)

28.1Places-L ACC

13

Apr 24, 2026

Tiny-ImageNet-C (test)

38.65Accuracy

11

Feb 26, 2026

CIFAR-10-C (InD) and CIFAR-100-C (OOD)

87.23Accuracy

10

Jun 2, 2026

Popular datasets

ImageNet CIFAR CIFAR-100 LAION

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