Time Series Anomaly Detection on SWaT (F1-score)
94.8F1-scorePI
Evaluation results
| Method | Links | |
|---|---|---|
| PITSAD Model=NCAD2024.10 | 94.8 | |
| ORIGTSAD Model=NCAD2024.10 | 94.7 | |
| PLDATSAD Model=NCAD2024.10 | 94.7 | |
| LOSSTSAD Model=NCAD2024.10 | 94.4 | |
| ORIGTSAD Model=TcnED2024.10 | 84.3 | |
| ORIGTSAD Model=TranAD2024.10 | 84.3 | |
| LOSSTSAD Model=TranAD2024.10 | 84.3 | |
| PLDATSAD Model=TranAD2024.10 | 84.3 | |
| PITSAD Model=TcnED2024.10 | 84.2 | |
| LOSSTSAD Model=TcnED2024.10 | 84.2 | |
| PLDATSAD Model=TcnED2024.10 | 84.1 | |
| PITSAD Model=TranAD2024.10 | 84 | |
| PLDATSAD Model=NeuTral2024.10 | 82.7 | |
| PITSAD Model=NeuTral2024.10 | 82.3 | |
| LOSSTSAD Model=NeuTral2024.10 | 82.1 | |
| ORIGTSAD Model=NeuTral2024.10 | 79 |