Anomaly Detection on AeBAD-V

Metric: Detection AUROC (higher is better)

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#	Model↕	Detection AUROC▼	Augmentations	Paper	Date↕	Code
1	MMR	78.2	No	Industrial Anomaly Detection with Domain Shift: ...	2023-04-05	Code
2	ReverseDistillation	71	No	Anomaly Detection via Reverse Distillation from ...	2022-01-26	Code
3	PatchCore	70.7	No	Towards Total Recall in Industrial Anomaly Detec...	2021-06-15	Code
4	DRAEM	68.1	No	-	-	Code
5	NSA	64.6	No	Natural Synthetic Anomalies for Self-Supervised ...	2021-09-30	Code
6	RIAD	56.1	No	-	-	Code
7	InTra	54.1	No	Inpainting Transformer for Anomaly Detection	2021-04-28	Code

#1MMRSOTA
78.2
Detection AUROC· 2023-04-05
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction Code
#2ReverseDistillationSOTA
71
Detection AUROC· 2022-01-26
Anomaly Detection via Reverse Distillation from One-Class Embedding Code
#3PatchCoreSOTA
70.7
Detection AUROC· 2021-06-15
Towards Total Recall in Industrial Anomaly Detection Code
#4DRAEM
68.1
Detection AUROC
No paperCode
#5NSA
64.6
Detection AUROC· 2021-09-30
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Code
#6RIAD
56.1
Detection AUROC
No paperCode
#7InTraSOTA
54.1
Detection AUROC· 2021-04-28
Inpainting Transformer for Anomaly Detection Code