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Time Series Anomaly Detection On Ucr Anomaly

Metrics

accuracy

Results

Performance results of various models on this benchmark

Model Name
accuracy
Paper TitleRepository
TranAD0.19Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Matrix Profile STUMPY0.512Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
IF0.376Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Convolutional AE0.352Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
RCF0.387Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
TimeVQVAE-AD0.708Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
MDI0.47Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
AE0.236Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
LSTM-VAE0.198Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Matrix Profile SCRIMP0.416Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
DAGMM0.061Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
SR-CNN0.3Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
OC-SVM0.088Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
USAD0.276Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Deep SVDD0.076Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
TS-TCC-AD0.006Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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