SOTAVerified

Time Series Anomaly Detection

Papers

Showing 121130 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
MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast0
Context-aware Domain Adaptation for Time Series Anomaly Detection0
Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection0
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection0
ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN0
Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection0
Few-shot time-series anomaly detection with unsupervised domain adaptation0
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