Time Series Anomaly Detection on MSL (F1, ADD, NRD)
94.6F1 ScoreU2AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| U2AD2026.05 | 94.6 | 42.83 | 45.5 | |
| AT2026.05 | 92.19 | 52.03 | 50.65 | |
| InterFusion2026.05 | 90.59 | 52.87 | 48.65 | |
| DCDetector2026.05 | 89.48 | 70.86 | 59.9 | |
| TranAD2026.05 | 88.88 | 109.2 | 63.82 | |
| TimesNet2026.05 | 87.9 | 202.9 | 92.13 | |
| ImDiffusion2026.05 | 84.88 | 49.83 | 47.76 | |
| OmniAno2026.05 | 84.27 | 80.62 | 62.16 | |
| DAGMM2026.05 | 82.66 | 109.4 | 65.41 | |
| DeepSVDD2026.05 | 80.44 | 189.8 | 79.37 | |
| BeatGAN2026.05 | 79.18 | 81.46 | 60.96 | |
| DIF2026.05 | 43.18 | 202.3 | 89.51 |