ReContrast

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 DetectiononMVTec AD
Detection AUROC
99.5
best: 99.9 (GLASS)
Anomaly DetectiononMVTec AD
Segmentation AUPRO
95.2
best: 98.4 (WeakREST-Block)
Anomaly DetectiononMVTec AD
Segmentation AUROC
98.4
best: 99.7 (WeakREST-Block)
Anomaly DetectiononVisA
Detection AUROC
97.5
best: 99.8 (UniNet)
Anomaly DetectiononVisA
Segmentation AUPRO
92.6
best: 96 (DiffusionAD)
Anomaly DetectiononVisA
Segmentation AUROC
98.2
best: 99.1 (Dinomaly ViT-L (model-unified multi-class))