SOTAVerified

Time Series Anomaly Detection

Papers

Showing 201210 of 264 papers

TitleStatusHype
Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning0
Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection0
Time Series Anomaly Detection with CNN for Environmental Sensors in Healthcare-IoT0
Time Series Anomaly Detection with label-free Model Selection0
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders0
Towards efficient deep autoencoders for multivariate time series anomaly detection0
Towards Experienced Anomaly Detector through Reinforcement Learning0
Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models0
Understanding Time Series Anomaly State Detection through One-Class Classification0
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods0
Show:102550
← PrevPage 21 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