MTAD-TF: Multivariate Time Series Anomaly Detection Using the Combination of Temporal Pattern and Feature Pattern

Table 3

Ablation study. F1 scores are reported.

	MSL	SMAP	SMD
MTAD-TF	0.9015	0.8916	0.8940
w/o temporal	0.7238	0.6945	0.7520
w/o GAT	0.6827	0.7089	0.6373
w/o GRU	0.8174	0.7000	0.7502