Time-series Anomaly Detection on SMAP (A-R, R-A-R, V-ROC)
0.585A-R ScoreHBOS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HBOS2024.10 | 0.585 | 0.565 | 0.566 | |
| DC2024.10 | 0.522 | 0.552 | 0.552 | |
| AE2024.10 | 0.522 | 0.545 | 0.544 | |
| ATrans2024.10 | 0.511 | 0.52 | 0.52 | |
| CATCH2024.10 | 0.504 | 0.546 | 0.543 | |
| TFAD2024.10 | 0.5 | 0.504 | 0.504 | |
| IF2024.10 | 0.487 | 0.499 | 0.499 | |
| DualTF2024.10 | 0.478 | 0.516 | 0.515 | |
| Modern2024.10 | 0.455 | 0.491 | 0.489 | |
| TsNet2024.10 | 0.453 | 0.49 | 0.489 | |
| Patch2024.10 | 0.448 | 0.483 | 0.482 | |
| NLin2024.10 | 0.434 | 0.466 | 0.465 | |
| iTrans2024.10 | 0.409 | 0.441 | 0.439 | |
| DLin2024.10 | 0.397 | 0.435 | 0.435 | |
| PCA2024.10 | 0.396 | 0.42 | 0.419 | |
| Ocsvm2024.10 | 0.393 | 0.43 | 0.428 |