Anomaly Detection on TSB-AD 180 series benchmark leaderboard · SOTA2 Research

Anomaly Detection on TSB-AD 180 series

169WinsFITS

Evaluation Results

Method	Links
FITS2026.04		169	11	93.9	10
AnomalyTr.2026.04		164	16	91.1	10
TimesNet2026.04		158	22	87.8	10
Donut2026.04		155	25	86.1	10
LSTMAD2026.04		149	31	82.8	10
LOF2026.04		148	32	82.2	10
TFTResidual2026.04		140	40	77.8	10
TranAD2026.04		140	40	77.8	10
COPOD2026.04		140	40	77.8	10
GDN2026.04		139	41	77.2	10
IForest2026.04		138	42	76.7	10
PCA2026.04		136	44	75.6	10
OFA2026.04		133	47	73.9	10
M2N22026.04		132	48	73.3	10
AutoEncoder2026.04		129	51	71.7	10
KMeansAD2026.04		119	61	66.1	10
CNN2026.04		118	62	65.6	1.5
SISVAE2026.04		112	68	62.2	4.2
USAD2026.04		103	77	57.2	0.018
VSVAE2026.04		102	78	56.7	6.8
OmniAnomaly2026.04		101	79	56.1	0.118
VASP2026.04		99	81	55	6.9
WVAE2026.04		95	85	52.8	0.084
Stream-VAE2026.04		81	99	45	0.341
AxonAD2026.04		67	113	37.2	0.002