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ResearchFormerly WizWand

Anomaly Detection on Univariate Time Series (inference)

1.22Time per Point (s)DC-Detector
1.02882.31943.614.9006Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DC-DetectorCategory=self-supervised, Hardware=NVIDIA RTX 4090 GPU2026.071.22
AnomalyTransformerCategory=self-supervised, Hardware=NVIDIA RTX 4090 GPU2026.071.42
sIFCategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.071.5
MambaCategory=self-supervised, Hardware=NVIDIA RTX 4090 GPU2026.071.62
sLOFCategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.071.8
DWTt-testCategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.073.5
DWT-MLEADCategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.075
LSTUMPICategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.075
PCICategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.075.5
MedianMethodCategory=Unsupervised, Hardware=Apple M1 Pro CPU2026.076