Time-Series Anomaly Detection on PSM
46.31F1-@KGTA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GTADetector=DeepSVDD2026.02 | 46.31 | 44.28 | 43.57 | |
| FFMDetector=DeepSVDD2026.02 | 46.04 | 44.04 | 43.05 | |
| DeepAnTDetector=DeepSVDD2026.02 | 45.72 | 43.58 | 43.16 | |
| LSTM-PDetector=DeepSVDD2026.02 | 45.71 | 43.47 | 43.04 | |
| TCN-S2S-PDetector=DeepSVDD2026.02 | 45.05 | 43.07 | 42.41 | |
| BRMDetector=DeepSVDD2026.02 | 45.05 | 43.07 | 42.08 | |
| DLinearDetector=DeepSVDD2026.02 | 44.59 | 43.31 | 43.12 | |
| PatchTSTDetector=DeepSVDD2026.02 | 44.59 | 43.46 | 43.26 | |
| BRMDetector=GMM2026.02 | 6.1 | 14.03 | 3.02 | |
| FFMDetector=GMM2026.02 | 5.06 | 13.04 | 2.2 | |
| BRMDetector=ECOD2026.02 | 4.05 | 11.01 | 2.09 | |
| FFMDetector=ECOD2026.02 | 3.05 | 10.3 | 1.04 | |
| PatchTSTDetector=GMM2026.02 | 2.44 | 2.74 | 0.06 | |
| PatchTSTDetector=ECOD2026.02 | 2.41 | 8 | 0.7 | |
| DLinearDetector=ECOD2026.02 | 2.39 | 8 | 0.69 | |
| DLinearDetector=GMM2026.02 | 1.81 | 5.4 | 0.1 | |
| DeepAnTDetector=ECOD2026.02 | 0.87 | 5.9 | 0.57 | |
| LSTM-PDetector=GMM2026.02 | 0.34 | 1.6 | 0.07 | |
| LSTM-PDetector=ECOD2026.02 | 0.16 | 2.19 | 0.13 | |
| GTADetector=ECOD2026.02 | 0.05 | 0.55 | 0.02 | |
| DeepAnTDetector=GMM2026.02 | 0 | 0 | 0 | |
| TCN-S2S-PDetector=GMM2026.02 | 0 | 0 | 0 | |
| GTADetector=GMM2026.02 | 0 | 0 | 0 | |
| TCN-S2S-PDetector=ECOD2026.02 | 0 | 0 | 0 |