THFR

Reported on 7 benchmarks across 1 task

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

Methodology7 results

Anomaly DetectiononMVTec AD
Detection AUROC
99.2
best: 99.9 (GLASS)
Anomaly DetectiononMVTec AD
Segmentation AUPRO
95
best: 98.4 (WeakREST-Block)
Anomaly DetectiononMVTec AD
Segmentation AUROC
98.2
best: 99.7 (WeakREST-Block)
Anomaly DetectiononMVTec LOCO AD
Avg. Detection AUROC
86
best: 95.3 (CSAD)
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only logical)
85.2
best: 98.1 (PSAD)
Anomaly DetectiononMVTec LOCO AD
Detection AUROC (only structural)
86.7
best: 95.9 (PUAD-M)
Anomaly DetectiononMVTec LOCO AD
Segmentation AU-sPRO (until FPR 5%)
74.1
best: 83.2 (SAM-LAD)