Multivariate Time Series Anomaly Detection on NIPS-TS Swan (test) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Anomaly Detection on NIPS-TS Swan (test)

84.2AUC-ROCOurs

Evaluation Results

Method	Links
Ours2026.03		84.2	77.92	74.87
DMamba2026.03		77.84	64.64	74.53
D3R2026.03		53.4	40.97	67.57
CATCH2026.03		52.03	44.46	75.85
MEMTO2026.03		51.12	49.06	73.91
EDAD2026.03		50.1	32.6	73.9
DCdetector2026.03		48.5	31.71	73.56
TFMAE2026.03		48.35	32.18	73.43
A.T.2026.03		43.49	28.62	73.09