Inference Throughput on UCR Anomaly Detection
3,112,523Inference Throughput (scores/s)COPOD
Evaluation results
| Method | Links | |
|---|---|---|
| COPOD2026.04 | 3,112,523 | |
| PCA2026.04 | 691,127 | |
| LOF2026.04 | 394,716 | |
| MatrixProfile2026.04 | 103,304 | |
| IForest2026.04 | 95,849 | |
| KMeansAD2026.04 | 82,117 | |
| JuRe2026.04 | 5,327 | |
| USAD2026.04 | 4,823 | |
| CNN2026.04 | 4,281 | |
| M2N22026.04 | 3,645 | |
| Donut2026.04 | 2,770 | |
| FITS2026.04 | 1,930 | |
| GDN2026.04 | 1,886 | |
| AutoEncoder2026.04 | 1,818 | |
| LSTMAD2026.04 | 759 | |
| TranAD2026.04 | 756 | |
| AxonAD2026.04 | 566 | |
| TFTResidual2026.04 | 403 | |
| VASP2026.04 | 338 | |
| WVAE2026.04 | 290 | |
| SISVAE2026.04 | 262 | |
| VSVAE2026.04 | 225 | |
| OmniAnomaly2026.04 | 219 | |
| TimesNet2026.04 | 193 | |
| AnomalyTr.2026.04 | 188 | |
| Stream-VAE2026.04 | 145 | |
| OFA2026.04 | 82 |