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Time Series Anomaly Detection

Papers

Showing 8190 of 264 papers

TitleStatusHype
Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian FilteringCode1
DeepFIB: Self-Imputation for Time Series Anomaly Detection0
Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection0
Deep Baseline Network for Time Series Modeling and Anomaly Detection0
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain0
Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network0
Graph Anomaly Detection in Time Series: A Survey0
DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection0
A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset0
Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TimeVQVAE-ADaccuracy0.71Unverified
2Matrix Profile STUMPYaccuracy0.51Unverified
3MDIaccuracy0.47Unverified
4Matrix Profile SCRIMPaccuracy0.42Unverified
5RCFaccuracy0.39Unverified
6IFaccuracy0.38Unverified
7Convolutional AEaccuracy0.35Unverified
8SR-CNNaccuracy0.3Unverified
9USADaccuracy0.28Unverified
10AEaccuracy0.24Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.3Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.5Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.45Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.51Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.68Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.13Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.65Unverified