Time Series Anomaly Detection on Fault (F1-score)
98.9F1-scorePLDA
Evaluation results
| Method | Links | |
|---|---|---|
| PLDATSAD Model=TcnED2024.10 | 98.9 | |
| LOSSTSAD Model=TcnED2024.10 | 95.8 | |
| ORIGTSAD Model=TcnED2024.10 | 95.2 | |
| PITSAD Model=TcnED2024.10 | 93.4 | |
| PITSAD Model=NeuTral2024.10 | 87.5 | |
| PLDATSAD Model=NeuTral2024.10 | 87.5 | |
| LOSSTSAD Model=NeuTral2024.10 | 83.1 | |
| ORIGTSAD Model=NeuTral2024.10 | 79.9 | |
| PLDATSAD Model=NCAD2024.10 | 76.9 | |
| LOSSTSAD Model=NCAD2024.10 | 68.1 | |
| PITSAD Model=NCAD2024.10 | 68 | |
| ORIGTSAD Model=NCAD2024.10 | 60.8 | |
| ORIGTSAD Model=TranAD2024.10 | 43.2 | |
| LOSSTSAD Model=TranAD2024.10 | 43.1 | |
| PITSAD Model=TranAD2024.10 | 43 | |
| PLDATSAD Model=TranAD2024.10 | 43 |