2D Classification on GoodsAD

Metric: AUPR (higher is better)

LeaderboardDataset

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#	Model↕	AUPR▼	Augmentations	Paper	Date↕	Code
1	PatchCore-100%	86.1	No	Towards Total Recall in Industrial Anomaly Detec...	2021-06-15	Code
2	PatchCore-1%	83.3	No	Towards Total Recall in Industrial Anomaly Detec...	2021-06-15	Code
3	SimpleNet	78.7	No	SimpleNet: A Simple Network for Image Anomaly De...	2023-03-27	Code
4	CFLOW-AD	75.3	No	CFLOW-AD: Real-Time Unsupervised Anomaly Detecti...	2021-07-27	Code
5	NSA	71.8	No	Natural Synthetic Anomalies for Self-Supervised ...	2021-09-30	Code
6	DRAEM	71	No	DRAEM -- A discriminatively trained reconstructi...	2021-08-17	Code
7	SPADE	68.7	No	Sub-Image Anomaly Detection with Deep Pyramid Co...	2020-05-05	Code
8	RD4AD	68.2	No	Anomaly Detection via Reverse Distillation from ...	2022-01-26	Code
9	f-AnoGAN	66.6	No	-	-	Code
10	CutPaste	62.8	No	CutPaste: Self-Supervised Learning for Anomaly D...	2021-04-08	Code

#1PatchCore-100%SOTA
86.1
AUPR· 2021-06-15
Towards Total Recall in Industrial Anomaly Detection Code
#2PatchCore-1%
83.3
AUPR· 2021-06-15
Towards Total Recall in Industrial Anomaly Detection Code
#3SimpleNet
78.7
AUPR· 2023-03-27
SimpleNet: A Simple Network for Image Anomaly Detection and Localization Code
#4CFLOW-AD
75.3
AUPR· 2021-07-27
CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows Code
#5NSA
71.8
AUPR· 2021-09-30
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Code
#6DRAEM
71
AUPR· 2021-08-17
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection Code
#7SPADESOTA
68.7
AUPR· 2020-05-05
Sub-Image Anomaly Detection with Deep Pyramid Correspondences Code
#8RD4AD
68.2
AUPR· 2022-01-26
Anomaly Detection via Reverse Distillation from One-Class Embedding Code
#9f-AnoGAN
66.6
AUPR
No paperCode
#10CutPaste
62.8
AUPR· 2021-04-08
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Code