Bearing fault diagnosis on CWRU (test)
99.5F1-scoreDKDL-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DKDL-Net2024.06 | 99.5 | 99.48 | 99.48 | |
| BearingPGA-Net2024.06 | 98.9 | 98.98 | 98.92 | |
| FaultNet2024.06 | 98.57 | 98.6 | 98.57 | |
| MCNN-LSTM2024.06 | 97.856 | 98.46 | 97.85 | |
| MixStyleEvaluation Protocol=Leave-One-Domain-Out2026.05 | 45.68 | — | — | |
| CORALEvaluation Protocol=Leave-One-Domain-Out2026.05 | 38.12 | — | — | |
| YOTOnetEvaluation Protocol=Leave-One-Domain-Out2026.05 | 30.33 | — | — | |
| DANNEvaluation Protocol=Leave-One-Domain-Out2026.05 | 8.63 | — | — |