Anomaly Detection on TSB-AD 180 series
169WinsFITS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FITS2026.04 | 169 | 11 | 93.9 | 10 | |
| AnomalyTr.2026.04 | 164 | 16 | 91.1 | 10 | |
| TimesNet2026.04 | 158 | 22 | 87.8 | 10 | |
| Donut2026.04 | 155 | 25 | 86.1 | 10 | |
| LSTMAD2026.04 | 149 | 31 | 82.8 | 10 | |
| LOF2026.04 | 148 | 32 | 82.2 | 10 | |
| TFTResidual2026.04 | 140 | 40 | 77.8 | 10 | |
| TranAD2026.04 | 140 | 40 | 77.8 | 10 | |
| COPOD2026.04 | 140 | 40 | 77.8 | 10 | |
| GDN2026.04 | 139 | 41 | 77.2 | 10 | |
| IForest2026.04 | 138 | 42 | 76.7 | 10 | |
| PCA2026.04 | 136 | 44 | 75.6 | 10 | |
| OFA2026.04 | 133 | 47 | 73.9 | 10 | |
| M2N22026.04 | 132 | 48 | 73.3 | 10 | |
| AutoEncoder2026.04 | 129 | 51 | 71.7 | 10 | |
| KMeansAD2026.04 | 119 | 61 | 66.1 | 10 | |
| CNN2026.04 | 118 | 62 | 65.6 | 1.5 | |
| SISVAE2026.04 | 112 | 68 | 62.2 | 4.2 | |
| USAD2026.04 | 103 | 77 | 57.2 | 0.018 | |
| VSVAE2026.04 | 102 | 78 | 56.7 | 6.8 | |
| OmniAnomaly2026.04 | 101 | 79 | 56.1 | 0.118 | |
| VASP2026.04 | 99 | 81 | 55 | 6.9 | |
| WVAE2026.04 | 95 | 85 | 52.8 | 0.084 | |
| Stream-VAE2026.04 | 81 | 99 | 45 | 0.341 | |
| AxonAD2026.04 | 67 | 113 | 37.2 | 0.002 |