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Anomaly Detection on DAGM

100Average Score

Bo et al.

Updated 4d ago

Evaluation Results

Method	Links
Bo et al. 2022.03		100	100	100	100	100	99.9	100	100	100	100	100
MS 2023.12		100	-	-	-	-	-	-	-	-	-	-
POUTA 2023.12		99.7	100	100	100	98.9	99.9	99	100	100	97.4	100
CCNN 2023.12		99.6	99	100	98	99	100	100	100	100	100	100
OCR-GAN 2022.03		99.3	99.1	100	99.1	99	100	97.5	99.8	99.8	99.5	99.2
Lin et al. 2022.03		99.3	100	94	100	100	100	100	100	99	100	100
DBPI 2023.12		99	-	-	-	-	-	-	-	-	-	-
Draem 2022.03		98	96.1	98.3	99.5	99.6	92.1	100	99.7	99.9	98.9	96
DRÆM 2023.12		96	-	-	-	-	-	-	-	-	-	-
PatchCore 2023.12		92.7	87.3	100	93.5	100	91.4	97.9	99.8	61.4	95.4	100
DifferNet 2022.03		74.6	59.7	82.9	69.8	97.3	61.2	97	68.5	52.1	78.2	79.1
CutPaste 2022.03		66	56.1	87.8	57.1	71.3	47.4	68.8	96.5	53.4	51.9	74.7
Puzzle AE 2022.03		59.3	50.7	50.5	58.7	70	63.6	92.3	54	49.1	54.6	49.6
skipGAN 2022.03		55.8	58.3	56.1	55.1	53.7	57.4	66.8	52.4	53.7	52.3	52.2