SOTAVerified

Time Series Anomaly Detection

Papers

Showing 211–220 of 264 papers

TitleStatusHype
STRIC: Stacked Residuals of Interpretable Components for Time Series Anomaly Detection—0
VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection—0
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection—0
A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes—0
Can LLMs Serve As Time Series Anomaly Detectors?—0
Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network—0
Automated Model Selection for Time-Series Anomaly Detection—0
Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection—0
Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces—0
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain—0
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Benchmark Results

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