DUIAD

Reported on 2 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Anomaly DetectiononOne-class CIFAR-100
AUROC· 2020-12-09
86
best: 98.4 (GeneralAD)
Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework arXiv:2012.04837
Anomaly DetectiononOne-class CIFAR-10
AUROC· 2020-12-09
92.6
best: 99.6 (CLIP (OE))
Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework arXiv:2012.04837