SOTAVerified

Time Series Anomaly Detection

Papers

Showing 161170 of 264 papers

TitleStatusHype
k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection0
Label-Efficient Interactive Time-Series Anomaly Detection0
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection0
Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection0
Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection0
Learning Representation for Anomaly Detection of Vehicle Trajectories0
Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection0
Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection0
Low-count Time Series Anomaly Detection0
LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding0
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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