Time Series Anomaly Detection on Global 4.8
100Affinity PrecisioniTrans
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iTrans2024.10 | 100 | 87.6 | 93.4 | |
| Patch2024.10 | 100 | 88.9 | 94.1 | |
| DLin2024.10 | 99.4 | 87.5 | 93 | |
| CATCH2024.10 | 98.5 | 92.2 | 95.3 | |
| TsNet2024.10 | 96.4 | 86.5 | 91.2 | |
| IF2024.10 | 93.8 | 90 | 91.9 | |
| AE2024.10 | 91.6 | 91.2 | 91.4 | |
| NLin2024.10 | 72.1 | 90.7 | 80.4 | |
| Ocsvm2024.10 | 71.3 | 99.6 | 83.1 | |
| Modern2024.10 | 66.1 | 86.7 | 75 | |
| PCA2024.10 | 59.9 | 89.4 | 71.7 | |
| DualTF2024.10 | 54.9 | 74.9 | 63.3 | |
| HBOS2024.10 | 53.5 | 55.4 | 54.4 | |
| TFAD2024.10 | 52 | 67.9 | 58.9 | |
| ATrans2024.10 | 50.6 | 93.3 | 65.6 | |
| DC2024.10 | 47.9 | 73.7 | 58.1 |