Time-Series Anomaly Detection on MSL (test)
22.13F1-@KDLinear
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DLinearScoring Detector=DeepSVDD2026.02 | 22.13 | 21.69 | 21.42 | |
| LSTM-PScoring Detector=DeepSVDD2026.02 | 20.26 | 19.82 | 19.73 | |
| PatchTSTScoring Detector=DeepSVDD2026.02 | 20.14 | 19.96 | 19.87 | |
| BRMScoring Detector=ECOD2026.02 | 20.01 | 12.01 | 14.02 | |
| GTAScoring Detector=DeepSVDD2026.02 | 19.13 | 19.1 | 19.08 | |
| TCN-S2S-PScoring Detector=DeepSVDD2026.02 | 19.08 | 19.08 | 19.07 | |
| LSTM-PScoring Detector=GMM2026.02 | 19.06 | 19.06 | 19.05 | |
| TCN-S2S-PScoring Detector=GMM2026.02 | 19.06 | 19.06 | 19.05 | |
| GTAScoring Detector=GMM2026.02 | 19.06 | 19.06 | 19.05 | |
| DLinearScoring Detector=GMM2026.02 | 19.06 | 19.06 | 19.05 | |
| PatchTSTScoring Detector=GMM2026.02 | 19.06 | 19.06 | 19.05 | |
| LSTM-PScoring Detector=ECOD2026.02 | 19.06 | 19.06 | 19.05 | |
| DeepAnTScoring Detector=ECOD2026.02 | 19.06 | 19.06 | 19.05 | |
| TCN-S2S-PScoring Detector=ECOD2026.02 | 19.06 | 19.06 | 19.05 | |
| GTAScoring Detector=ECOD2026.02 | 19.06 | 19.06 | 19.05 | |
| DLinearScoring Detector=ECOD2026.02 | 19.06 | 19.06 | 19.05 | |
| PatchTSTScoring Detector=ECOD2026.02 | 19.06 | 19.06 | 19.05 | |
| DeepAnTScoring Detector=DeepSVDD2026.02 | 19.06 | 19.06 | 19.05 | |
| BRMScoring Detector=DeepSVDD2026.02 | 18.01 | 17.5 | 14.01 | |
| BRMScoring Detector=GMM2026.02 | 16.02 | 23.03 | 14.02 | |
| FFMScoring Detector=ECOD2026.02 | 12.28 | 24.03 | 10.26 | |
| FFMScoring Detector=GMM2026.02 | 11.71 | 31.69 | 10.92 | |
| FFMScoring Detector=DeepSVDD2026.02 | 4.71 | 22.5 | 4.11 | |
| DeepAnTScoring Detector=GMM2026.02 | 4.51 | 21.79 | 4.04 |