Time-Series Anomaly Detection on Contextual 4.9 (AUC-PR Metrics)
77.3AP (AUC-PR)TsNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TsNet2024.10 | 77.3 | 61.4 | 58.6 | |
| CATCH2024.10 | 75.4 | 58.5 | 56.2 | |
| iTrans2024.10 | 75.4 | 58.5 | 55.9 | |
| AE2024.10 | 73.2 | 55.6 | 53.4 | |
| Patch2024.10 | 64 | 43.2 | 42.3 | |
| Ocsvm2024.10 | 52.2 | 29.3 | 29.2 | |
| IF2024.10 | 32.3 | 22.5 | 23 | |
| DLin2024.10 | 27.4 | 13.5 | 14.8 | |
| Modern2024.10 | 9 | 6 | 7.4 | |
| DualTF2024.10 | 8.6 | 7.5 | 9.4 | |
| ATrans2024.10 | 7 | 5.5 | 6.8 | |
| PCA2024.10 | 6.6 | 5.4 | 6.8 | |
| NLin2024.10 | 5.5 | 5.4 | 6.6 | |
| DC2024.10 | 5.4 | 5.5 | 6.7 | |
| TFAD2024.10 | 4.9 | 2.5 | 4.7 | |
| HBOS2024.10 | 4.4 | 4.7 | 5.7 |