ResearchBenchmarksMultivariate Time Series Anomaly Detection on NIPS-TS-GECCO (test)Multivariate Time Series Anomaly Detection on NIPS-TS-GECCO (test)Follow0.9722AUC-ROCCATCH0.3090960.4812480.65340.825552Mar 29, 2026Evaluation resultsMethodMethodLinksAUC-ROCAUC-PRF1 ScoreCATCH2026.030.97220.4920.7948DMamba2026.030.96930.46320.4423Ours2026.030.86590.33720.7691D3R2026.030.80320.12390.5866MEMTO2026.030.60960.04210.696DCdetector2026.030.50530.01720.2835TFMAE2026.030.49290.01070.4287A.T.2026.030.33460.01480.192