SOTAVerified

Time Series Anomaly Detection

Papers

Showing 211220 of 264 papers

TitleStatusHype
STRIC: Stacked Residuals of Interpretable Components for Time Series Anomaly Detection0
VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection0
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection0
A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes0
Can LLMs Serve As Time Series Anomaly Detectors?0
Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network0
Automated Model Selection for Time-Series Anomaly Detection0
Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection0
Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces0
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain0
Show:102550
← PrevPage 22 of 27Next →

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