SOTAVerified

Time Series Anomaly Detection

Papers

Showing 191200 of 264 papers

TitleStatusHype
See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers0
Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation0
Sketching Multidimensional Time Series for Fast Discord Mining0
Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection0
STRIC: Stacked Residuals of Interpretable Components for Time Series Anomaly Detection0
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection0
Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces0
Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data0
Time Series Anomaly Detection for Smart Grids: A Survey0
Time Series Anomaly Detection in Smart Homes: A Deep Learning Approach0
Show:102550
← PrevPage 20 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