Time Series Anomaly Detection on SMD (Acc, Aff-F1, A-R, A-P, R-A-R, R-A-P, V-R, V-P) benchmark leaderboard · SOTA2 Research

Time Series Anomaly Detection on SMD (Acc, Aff-F1, A-R, A-P, R-A-R, R-A-P, V-R, V-P)

92.02AccuracySCAN

Evaluation Results

Method	Links
SCAN2026.06		92.02	84.31	81.63	21.82	87.36	30.04	90.81	32.03
KAN-AD2026.06		91.61	82.97	74.06	15.49	76.82	16.05	76.57	15.93
TimeMixer2026.06		90.91	84.08	67.95	12.15	75.49	15.8	77.11	13.9
ModernTCN2026.06		90.74	83.16	70.21	14.01	77.54	16.28	77.07	15.96
TimesNet2026.06		90.66	83.97	76.03	16.27	83	23.2	84.2	20.4