Anomaly Detection on AeBAD-S

Metric: Segmentation AUPRO (higher is better)

LeaderboardDataset

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#	Model↕	Segmentation AUPRO▼	Augmentations	Paper	Date↕	Code
1	MSFR	90.4	No	-	-	Code
2	MMR	89.1	No	Industrial Anomaly Detection with Domain Shift: ...	2023-04-05	Code
3	PatchCore	87.8	No	Towards Total Recall in Industrial Anomaly Detec...	2021-06-15	Code
4	ReverseDistillation	85.6	No	Anomaly Detection via Reverse Distillation from ...	2022-01-26	Code
5	InTra	74.7	No	Inpainting Transformer for Anomaly Detection	2021-04-28	Code
6	DRAEM	63.6	No	-	-	Code
7	RIAD	58.2	No	-	-	Code
8	NSA	45.9	No	Natural Synthetic Anomalies for Self-Supervised ...	2021-09-30	Code

#1MSFR
90.4
Segmentation AUPRO
No paperCode
#2MMRSOTA
89.1
Segmentation AUPRO· 2023-04-05
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction Code
#3PatchCoreSOTA
87.8
Segmentation AUPRO· 2021-06-15
Towards Total Recall in Industrial Anomaly Detection Code
#4ReverseDistillation
85.6
Segmentation AUPRO· 2022-01-26
Anomaly Detection via Reverse Distillation from One-Class Embedding Code
#5InTraSOTA
74.7
Segmentation AUPRO· 2021-04-28
Inpainting Transformer for Anomaly Detection Code
#6DRAEM
63.6
Segmentation AUPRO
No paperCode
#7RIAD
58.2
Segmentation AUPRO
No paperCode
#8NSA
45.9
Segmentation AUPRO· 2021-09-30
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Code