Time Series Anomaly Detection on Seasonal 7.7
100Affinity PrecisioniTrans
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iTrans2024.10 | 100 | 98.3 | 99.2 | |
| DLin2024.10 | 100 | 98.6 | 99.3 | |
| TsNet2024.10 | 99.8 | 98.2 | 99 | |
| CATCH2024.10 | 99.2 | 99.8 | 99.5 | |
| Patch2024.10 | 98.5 | 98.3 | 98.4 | |
| NLin2024.10 | 98.2 | 90.1 | 94 | |
| ATrans2024.10 | 97 | 57 | 71.8 | |
| IF2024.10 | 92.5 | 98.8 | 95.6 | |
| DC2024.10 | 88.2 | 80 | 83.9 | |
| AE2024.10 | 86.8 | 99.1 | 92.5 | |
| TFAD2024.10 | 78.8 | 91.6 | 84.7 | |
| Ocsvm2024.10 | 69.7 | 99.4 | 82 | |
| DualTF2024.10 | 62.8 | 80.9 | 70.7 | |
| HBOS2024.10 | 54.6 | 91.9 | 68.5 | |
| Modern2024.10 | 53.4 | 93.4 | 67.9 | |
| PCA2024.10 | 48.2 | 81.7 | 60.6 |