Time Series Anomaly Detection on NYC (Affiliation Metrics)
100Affiliation PrecisionCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 100 | 98.9 | 99.4 | |
| NLin2024.10 | 81.7 | 82.1 | 81.9 | |
| DLin2024.10 | 81.4 | 84.3 | 82.8 | |
| DC2024.10 | 76.9 | 98 | 86.2 | |
| ATrans2024.10 | 75.1 | 98.8 | 85.3 | |
| TsNet2024.10 | 75 | 84.3 | 79.4 | |
| Patch2024.10 | 71.9 | 84.3 | 77.6 | |
| TFAD2024.10 | 68.9 | 68.9 | 68.9 | |
| Modern2024.10 | 63.9 | 96.5 | 76.9 | |
| DualTF2024.10 | 55.1 | 98.8 | 70.8 | |
| AE2024.10 | 52.9 | 98.9 | 68.9 | |
| HBOS2024.10 | 52.5 | 94.6 | 67.5 | |
| iTrans2024.10 | 52 | 99.9 | 68.4 | |
| PCA2024.10 | 51.6 | 99.7 | 68 | |
| Ocsvm2024.10 | 50 | 100 | 66.7 | |
| IF2024.10 | 48.1 | 98.9 | 64.8 |