Time Series Anomaly Detection on PSM (F1, ADD, NRD)
98.5F1 ScoreU2AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| U2AD2026.05 | 98.5 | 18.15 | 64.4 | |
| TimesNet2026.05 | 97.85 | 291.3 | 98.27 | |
| AT2026.05 | 97.5 | 21.7 | 72.23 | |
| DCDetector2026.05 | 93.85 | 141.4 | 90.16 | |
| ImDiffusion2026.05 | 92.41 | 28.52 | 76.27 | |
| DeepSVDD2026.05 | 92.3 | 148 | 66.45 | |
| TranAD2026.05 | 91.67 | 110.5 | 64.12 | |
| BeatGAN2026.05 | 91.55 | 174.3 | 79.1 | |
| DIF2026.05 | 86.52 | 253.7 | 93.99 | |
| OmniAno2026.05 | 86.28 | 32.86 | 68.83 | |
| DAGMM2026.05 | 85.48 | 314.9 | 98.64 | |
| InterFusion2026.05 | 84.66 | 29.51 | 75.29 |