Reverse Distillation ++

Reported on 6 benchmarks across 1 task

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

Methodology6 results

Anomaly DetectiononBTAD
Detection AUROC
95.63
best: 98.3 (CPR)
Anomaly DetectiononBTAD
Segmentation AUROC
97.43
best: 99.3 (WeakREST-Block)
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data
99.44
best: 99.9 (GLASS)
Anomaly DetectiononMVTec AD
Segmentation AUPRO· uses extra data
94.99
best: 98.4 (WeakREST-Block)
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data
98.25
best: 99.7 (WeakREST-Block)
Anomaly DetectiononMVTEC AD textures
Detection AUROC
99.8
best: 99.94 (DualModel)