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ResearchFormerly WizWand

Univariate time-series anomaly detection on TSB-AD U Eva

58VUS-PRTSPulse + PAI

Evaluation results

Method	Links
TSPulse + PAI2026.06		58	90	71	52	87	58
PaAno + PAI2026.06		58	93	75	55	90	58
TSPulse2026.06		54	87	67	48	84	54
PaAno2026.06		52	89	48	46	86	51
TSPulse + PAI2026.06		48	85	61	43	81	48
TS2Vec + PAI2026.06		47	87	67	45	83	48
KAN-AD2026.06		43	82	43	41	80	44
(Sub)-PCA2026.06		42	76	41	37	71	42
TSPulse2026.06		41	79	50	32	74	39
KShapeAD2026.06		40	76	40	35	74	39
DCdetector + PAI2026.06		39	81	66	38	76	43
magG+T22026.06		38	78	56	36	72	40
T2 q(t)2026.06		36	71	44	33	66	36
USAD2026.06		36	71	40	32	66	37
magG g(t)2026.06		34	76	61	34	70	38
DeepAnT2026.06		34	79	35	33	71	38
DADA2026.06		31	77	31	29	71	38
TimesNet2026.06		26	72	21	18	61	24
FITS2026.06		26	73	20	17	61	23
TS2Vec2026.06		19	62	60	19	54	25
DCdetector2026.06		10	55	13	6	48	11