Time Series Anomaly Detection on Credit
65.8Affiliation PrecisionIF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 65.8 | 61.2 | 63.4 | |
| CATCH2024.10 | 61.8 | 95.6 | 75 | |
| Patch2024.10 | 61.2 | 95.5 | 74.6 | |
| Modern2024.10 | 61.1 | 95.2 | 74.4 | |
| TsNet2024.10 | 61 | 95.3 | 74.4 | |
| NLin2024.10 | 60.8 | 95.2 | 74.2 | |
| DLin2024.10 | 60.5 | 94.8 | 73.8 | |
| TFAD2024.10 | 58.5 | 75.7 | 66 | |
| PCA2024.10 | 56.4 | 95.9 | 71 | |
| AE2024.10 | 56 | 56.2 | 56.1 | |
| iTrans2024.10 | 55.9 | 98.4 | 71.3 | |
| Ocsvm2024.10 | 55.6 | 99.7 | 71.4 | |
| HBOS2024.10 | 53.3 | 99.9 | 69.5 | |
| ATrans2024.10 | 52.1 | 86.5 | 65 | |
| DualTF2024.10 | 51.3 | 93.5 | 66.3 | |
| DC2024.10 | 48.8 | 89.8 | 63.2 |