Anomaly Detection on BTAD

Metric: Segmentation AP (higher is better)

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#	Model↕	Segmentation AP▼	Augmentations	Paper	Date↕	Code
1	WeakREST-Block	84.6	Yes	Industrial Anomaly Detection and Localization Us...	2023-06-06	-
2	CPR	84	No	Target before Shooting: Accurate Anomaly Detecti...	2023-08-13	Code
3	CPR	70.3	No	Target before Shooting: Accurate Anomaly Detecti...	2023-08-13	Code
4	URD	65.2	Yes	Unlocking the Potential of Reverse Distillation ...	2024-12-10	Code
5	WeakREST-Un	63.1	Yes	Industrial Anomaly Detection and Localization Us...	2023-06-06	-
6	MuSc (zero-shot)	57.15	No	MuSc: Zero-Shot Industrial Anomaly Classificatio...	2024-01-30	Code
7	AD-CLSCNFs	55.86	No	-	-	Code

#1WeakREST-BlockSOTA
84.6
Segmentation AP· Augmentations· 2023-06-06
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers
#2CPR
84
Segmentation AP· 2023-08-13
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Code
#3CPR
70.3
Segmentation AP· 2023-08-13
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Code
#4URD
65.2
Segmentation AP· Augmentations· 2024-12-10
Unlocking the Potential of Reverse Distillation for Anomaly Detection Code
#5WeakREST-Un
63.1
Segmentation AP· Augmentations· 2023-06-06
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers
#6MuSc (zero-shot)
57.15
Segmentation AP· 2024-01-30
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images Code
#7AD-CLSCNFs
55.86
Segmentation AP
No paperCode