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Unsupervised anomaly segmentation research benchmarks · SOTA2 Research

Unsupervised anomaly segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Semi-orthogonal

0.981ROC AUC

3

Feb 26, 2026

Semi-orthogonal

96ROC AUC

3

Feb 26, 2026

KolektorSDD (Fold 3)

Semi-orthogonal

97.6AUROC

3

Feb 26, 2026

KolektorSDD (Fold 2)

Semi-orthogonal

0.951ROC AUC

3

Feb 26, 2026

KolektorSDD (Fold 1)

Semi-orthogonal

0.953AUROC

3

Feb 26, 2026

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