Anomaly Detection on ASSIRA Cat Vs Dog

Metric: AUC-ROC (higher is better)

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#	Model↕	AUC-ROC▼	Augmentations	Paper	Date↕	Code
1	DAGMM	0.846	No	-	-	Code
2	RSRAE	0.835	No	Robust Subspace Recovery Layer for Unsupervised ...	2019-03-30	Code
3	LVAD	0.78	No	-	-	Code
4	Deep Unsup.	0.74	No	-	-	-
5	Isolation Forest	0.69	No	-	-	-
6	Shell-Renormalized	0.617	Yes	-	-	Code

#1DAGMM
0.846
AUC-ROC
No paperCode
#2RSRAESOTA
0.835
AUC-ROC· 2019-03-30
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Code
#3LVAD
0.78
AUC-ROC
No paperCode
#4Deep Unsup.
0.74
AUC-ROC
No paper
#5Isolation Forest
0.69
AUC-ROC
No paper
#6Shell-Renormalized
0.617
AUC-ROC· Augmentations
No paperCode