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Trustworthiness Prediction research benchmarks · SOTA2 Research

Trustworthiness Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet 1k (val)

93.01AUPR

25

Apr 14, 2026

92.19Accuracy

6

Feb 26, 2026

99.1Acc

6

Feb 26, 2026

ImageNet-C Defocus blur severity-level-5 (val)

Cross Entropy (CE)

31.83Accuracy

4

Feb 26, 2026

Adversarial ImageNet (val)

Steep Slope Loss (SS)

6.16Accuracy

4

Feb 26, 2026

Stylized ImageNet (val)

Cross Entropy (CE)

0.159Accuracy

4

Feb 26, 2026

Popular datasets

ImageNet CIFAR MNIST ImageNet-C

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