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time-series-anomaly-detection-on-ucr-anomaly
Time Series Anomaly Detection
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Paper
Code
accuracy
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ModelName
ReleaseDate
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Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.708
TimeVQVAE-AD
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.512
Matrix Profile STUMPY
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.47
MDI
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.416
Matrix Profile SCRIMP
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.387
RCF
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.376
IF
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.352
Convolutional AE
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.3
SR-CNN
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.276
USAD
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.236
AE
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.198
LSTM-VAE
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.19
TranAD
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.088
OC-SVM
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.076
Deep SVDD
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.061
DAGMM
2023-11-21
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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0.006
TS-TCC-AD
2023-11-21