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Anomaly Detection on UCR

99.94AUC

TranAD

Updated 4d ago

Evaluation Results

Method	Links
TranAD 2022.01		99.94	94.07	100	96.94
USAD 2022.01		99.89	89.52	100	94.47
TranAD 2022.01		99.89	-	-	93.99
MAD-GAN 2022.01		99.84	85.38	98.91	91.65
OmniAnomaly 2022.01		99.81	83.46	99.99	90.98
MTAD-GAT 2022.01		99.78	78.12	99.72	87.61
MTAD-GAT 2022.01		99.74	-	-	86.71
USAD 2022.01		99.67	-	-	85.38
GDN 2022.01		99.59	68.94	99.88	81.58
MAD-GAN 2022.01		99.59	-	-	82.16
CAE-M 2022.01		99.57	69.81	100	82.22
GDN 2022.01		99.37	-	-	80.29
CAE-M 2022.01		99.26	-	-	75.25
MSCRED 2022.01		99.2	54.41	97.18	69.76
DAGMM 2022.01		99.16	53.37	97.18	68.9
DAGMM 2022.01		98.12	-	-	57.18
LSTM-NDT 2022.01		97.81	52.31	82.94	64.16
OmniAnomaly 2022.01		97.28	-	-	79.18
MSCRED 2022.01		96.37	-	-	49.29
MERLIN 2022.01		89.84	75.42	80.18	77.73
MERLIN 2022.01		89.84	-	-	77.73
LSTM-NDT 2022.01		89.13	-	-	51.98