Time Series Anomaly Detection on UCR dataset benchmark leaderboard · SOTA2 Research

Time Series Anomaly Detection on UCR dataset

0.4Original-FSub-LOF

Evaluation Results

Method	Links
Sub-LOF2026.03		0.4	0.86	0.3	0.62	0.89	0.25	0.37	0.4	0.5	0.92	0.54
KMeansAD2026.03		0.35	0.84	0.32	0.45	0.85	0.26	0.34	0.37	0.38	0.85	0.3
CNN2026.03		0.13	0.66	0.09	0.29	0.74	0.07	0.1	0.2	0.31	0.87	0.42
FFT2026.03		0.08	0.52	0.04	0.13	0.56	0.06	0.06	0.11	0.14	0.82	0.3
TimesNet2026.03		0.04	0.54	0.02	0.09	0.63	0.02	0.02	0.11	0.16	0.81	0.31