Anomaly Detection on Edge-IIoTset
93.71AccuracyAdaptiveNAD
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AdaptiveNADLat.(µs)=260.33, Inference Paradigm=single-sample2024.10 | 93.71 | 95.59 | 90.7 | 92.55 | 0.08 | 18.52 | 90.7 | |
| SOMLat.(µs)=36.96, Inference Paradigm=single-sample2024.10 | 89.94 | 89.25 | 89.19 | 88.95 | 8.57 | 12.98 | 89.17 | |
| KMeansLat.(µs)=1488.88, Inference Paradigm=single-sample2024.10 | 79.04 | 80.48 | 83.89 | 78.68 | 31.01 | 1.14 | 83.87 | |
| HSTLat.(µs)=137.47, Inference Paradigm=single-sample2024.10 | 45.24 | 38.86 | 38.78 | 38.68 | 41.48 | 80.91 | 38.75 | |
| OCSVMLat.(µs)=7431.43, Inference Paradigm=single-sample2024.10 | 33.75 | 17.1 | 49.92 | 25.27 | 99.57 | 0.54 | 49.92 |