Anomaly Detection on MVTEC AD textures

Metric: Detection AUROC (higher is better)

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#	Model↕	Detection AUROC▼	Augmentations	Paper	Date↕	Code
1	DualModel	99.94	No	-	-	-
2	Mixed-Teacher	99.8	No	MixedTeacher : Knowledge Distillation for fast i...	2023-06-16	Code
3	Reverse Distillation ++	99.8	No	-	-	Code
4	CSE	99.8	No	CSE: Surface Anomaly Detection with Contrastivel...	2024-03-04	Code

#1DualModel
99.94
Detection AUROC
No paper
#2Mixed-TeacherSOTA
99.8
Detection AUROC· 2023-06-16
MixedTeacher : Knowledge Distillation for fast inference textural anomaly detection Code
#3Reverse Distillation ++
99.8
Detection AUROC
No paperCode
#4CSE
99.8
Detection AUROC· 2024-03-04
CSE: Surface Anomaly Detection with Contrastively Selected Embedding Code