Anomaly Detection on SKAB valve anomalies
98.2F1 ScoreEVEREST
Evaluation results
| Method | Links | |
|---|---|---|
| EVEREST2026.01 | 98.2 | |
| TranADReference=Tuli et al. (2022)2026.01 | 91 | |
| USADReference=Audibert et al. (2020)2026.01 | 89 | |
| OmniAnomalyReference=Su et al. (2019)2026.01 | 88 | |
| DeepLogReference=Du et al. (2017)2026.01 | 87 | |
| LSTM-VAEReference=Park et al. (2018)2026.01 | 86 | |
| TAnoGANReference=Bashar & Nayak (2020)2026.01 | 79 | |
| CNN/LSTM hybridsReference=Filonov et al. (2020)2026.01 | 75 | |
| AutoencoderReference=Filonov et al. (2020)2026.01 | 70 | |
| Isolation F, LOF, etc.Reference=Filonov et al. (2020)2026.01 | 65 |