Anomaly Detection on MSL (Precision, Recall, F1, Avg F1)
92.25PrecisionDCdetector
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DCdetector2025.02 | 92.25 | 97.4 | 94.75 | — | |
| MAAT2025.02 | 92.06 | 98.33 | 95.05 | — | |
| Deep-SVDD2025.02 | 91.92 | 76.63 | 83.26 | — | |
| Anomaly Trans2025.02 | 91.02 | 96.03 | 93.93 | — | |
| OmniAnomaly2025.02 | 90.14 | 89.5 | 89.82 | — | |
| DAGMM2025.02 | 89.6 | 63.93 | 74.62 | — | |
| THOC2025.02 | 88.45 | 90.97 | 89.69 | — | |
| LSTM2025.02 | 85.98 | 85.42 | 85.7 | — | |
| LSTM-VAE2025.02 | 85.49 | 79.94 | 82.62 | — | |
| BeatGAN2025.02 | 85.42 | 87.88 | 86.64 | — | |
| MMPCACD2025.02 | 81.42 | 61.31 | 69.95 | — | |
| BOCPD2025.02 | 80.32 | 87.6 | 83.62 | — | |
| CL-MPPCA2025.02 | 73.71 | 88.54 | 80.44 | — | |
| VAR2025.02 | 71.68 | 81.42 | 77.9 | — | |
| ITAD2025.02 | 69.44 | 84.09 | 76.07 | — | |
| TS-CP22025.02 | 68.45 | 68.48 | 68.42 | — | |
| OCSVM2025.02 | 59.78 | 86.87 | 70.82 | — | |
| U-Time2025.02 | 57.2 | 71.66 | 63.62 | — | |
| Forrest2025.02 | 53.94 | 82.98 | 65.42 | — | |
| LOF2025.02 | 47.72 | 85.25 | 61.18 | — |