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

Figure 4

Noise experiment. The green line is the score of the original model without any processing; the value is as high as 0.945. The blue line is the score of the noise with different variances. The orange line is the score of the model without 1D convolution in data preprocess as well as added noises.