Time Series Anomaly Detection on PSM (test)
99.7Affiliation PrecisionCOUTA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| COUTA2026.05 | 99.7 | 86.41 | 92.58 | |
| U2AD2026.05 | 98.06 | 98.93 | 98.5 | |
| LSTM-VAE2026.05 | 91.65 | 81.64 | 86.36 | |
| NCAD2026.05 | 91.35 | 91.78 | 91.56 | |
| IsolationForest2026.05 | 90.04 | 83.28 | 86.52 | |
| Tcn-ED2026.05 | 86.88 | 89.9 | 88.36 | |
| HBOS2026.02 | 78.45 | 29.82 | 43.21 | |
| PCA2026.02 | 77.44 | 63.68 | 69.89 | |
| GPT4TS2026.02 | 73.61 | 91.13 | 81.44 | |
| ModernTCN2026.02 | 73.47 | 86.83 | 79.59 | |
| DADA2026.02 | 73.47 | 91.71 | 81.58 | |
| D3R2026.02 | 73.32 | 88.71 | 80.29 | |
| CAE-Ensemble2026.02 | 73.17 | 73.66 | 73.42 | |
| TimeRadar2026.02 | 71.49 | 96.22 | 82.03 | |
| IForest2026.02 | 69.66 | 88.79 | 78.07 | |
| Omni2026.02 | 69.2 | 80.79 | 74.55 | |
| DAGMM2026.02 | 68.22 | 70.5 | 69.34 | |
| SEMPO2026.02 | 62.28 | 88.39 | 73.07 | |
| LODA2026.02 | 62.22 | 87.38 | 72.69 | |
| AE2026.02 | 60.67 | 98.24 | 75.01 | |
| BeatGAN2026.02 | 58.81 | 99.08 | 73.81 | |
| OCSVM2026.02 | 57.51 | 58.11 | 57.81 | |
| LSTM2026.02 | 57.06 | 95.92 | 71.55 | |
| SensitiveHUE2026.02 | 56.15 | 98.75 | 71.59 | |
| DCdetector2026.02 | 54.72 | 86.36 | 66.99 | |
| Anomaly Transformer2026.02 | 54.26 | 82.18 | 65.37 | |
| TimeMoE2026.02 | 53.91 | 95.89 | 69.02 | |
| LOF2026.02 | 53.9 | 99.91 | 70.02 | |
| TimesFM2026.02 | 53.37 | 99.99 | 69.58 | |
| Chronos-Bolt2026.02 | 53.15 | 98.87 | 69.14 | |
| MEMTO2026.02 | 52.69 | 83.94 | 64.74 |