SOTAVerified

Time Series Anomaly Detection

Papers

Showing 131140 of 264 papers

TitleStatusHype
Learning Representation for Anomaly Detection of Vehicle Trajectories0
Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection0
Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection0
Towards efficient deep autoencoders for multivariate 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
Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection0
Evaluation Strategy of Time-series Anomaly Detection with Decay Function0
Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection0
Show:102550
← PrevPage 14 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