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Anomaly Detection on TSB-AD 180 series

169Wins

FITS

Updated 1mo ago

Evaluation Results

Method	Links
FITS 2026.04		169	11	93.9	10
AnomalyTr. 2026.04		164	16	91.1	10
TimesNet 2026.04		158	22	87.8	10
Donut 2026.04		155	25	86.1	10
LSTMAD 2026.04		149	31	82.8	10
LOF 2026.04		148	32	82.2	10
TFTResidual 2026.04		140	40	77.8	10
TranAD 2026.04		140	40	77.8	10
COPOD 2026.04		140	40	77.8	10
GDN 2026.04		139	41	77.2	10
IForest 2026.04		138	42	76.7	10
PCA 2026.04		136	44	75.6	10
OFA 2026.04		133	47	73.9	10
M2N2 2026.04		132	48	73.3	10
AutoEncoder 2026.04		129	51	71.7	10
KMeansAD 2026.04		119	61	66.1	10
CNN 2026.04		118	62	65.6	1.5
SISVAE 2026.04		112	68	62.2	4.2
USAD 2026.04		103	77	57.2	0.018
VSVAE 2026.04		102	78	56.7	6.8
OmniAnomaly 2026.04		101	79	56.1	0.118
VASP 2026.04		99	81	55	6.9
WVAE 2026.04		95	85	52.8	0.084
Stream-VAE 2026.04		81	99	45	0.341
AxonAD 2026.04		67	113	37.2	0.002