GeneralAD

Reported on 2 benchmarks across 1 task · 1 paper · 1 SOTA

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· 2024-07-17
98.4
SOTA
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features arXiv:2407.12427
Anomaly DetectiononOne-class CIFAR-10
AUROC· 2024-07-17
99.3
best: 99.6 (CLIP (OE))
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features arXiv:2407.12427