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Degradation-induced covariate shift detection research benchmarks · SOTA2 Research

Degradation-induced covariate shift detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COCO synthetically corrupted variants

DM backbone YOLOv10-m

88.64AUROC (Severity 1)

32

Feb 26, 2026

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