Time Series Anomaly Detection on SMAP (F1, ADD, NRD)
96.94F1 ScoreU2AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| U2AD2026.05 | 96.94 | 44.96 | 33.56 | |
| AT2026.05 | 96.49 | 75.33 | 36.17 | |
| DCDetector2026.05 | 94.05 | 208.2 | 67.2 | |
| InterFusion2026.05 | 89.55 | 375.4 | 86.1 | |
| ImDiffusion2026.05 | 88.01 | 79.63 | 37.01 | |
| OmniAno2026.05 | 87.86 | 101.7 | 42.87 | |
| BeatGAN2026.05 | 87.3 | 293.6 | 76.31 | |
| DAGMM2026.05 | 73.84 | 480.6 | 79.48 | |
| TimesNet2026.05 | 70.46 | 612.7 | 80.07 | |
| TranAD2026.05 | 69.96 | 373.4 | 56.9 | |
| DeepSVDD2026.05 | 69 | 408.7 | 71.71 | |
| DIF2026.05 | 60.1 | 612.7 | 80.07 |