DMDD

Reported on 3 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.

Methodology3 results

Anomaly DetectiononMPDD
Detection AUROC· 2024-08-07
98.1
best: 99.6 (GLASS)
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection arXiv:2408.03888
Anomaly DetectiononMPDD
Segmentation AUPRO· 2024-08-07
97.66
best: 98.2 (GLASS)
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection arXiv:2408.03888
Anomaly DetectiononMPDD
Segmentation AUROC· 2024-08-07
98.96
best: 99.4 (GLASS)
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection arXiv:2408.03888