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Time Series Anomaly Detection On Ucr Anomaly

评估指标

accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称
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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Time Series Anomaly Detection On Ucr Anomaly | SOTA | HyperAI超神经