OpenCodePapers

time-series-anomaly-detection-on-ucr-anomaly

Time Series Anomaly Detection
Dataset Link
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PaperCodeaccuracyModelNameReleaseDate
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.708TimeVQVAE-AD2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.512Matrix Profile STUMPY2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.47MDI2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.416Matrix Profile SCRIMP2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.387RCF2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.376IF2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.352Convolutional AE2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.3SR-CNN2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.276USAD2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.236AE2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.198LSTM-VAE2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.19TranAD2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.088OC-SVM2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.076Deep SVDD2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.061DAGMM2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling✓ Link0.006TS-TCC-AD2023-11-21