Table 7 Comparison of the parameters and assessment metrics of the teacher model, student model and DKDL-Net model.
From: Lightweight bearing fault diagnosis via decoupled distillation and low rank adaptation
Model | Precision(%) | Recall(%) | F1-score(%) | #Parameters |
|---|---|---|---|---|
Teacher | 99.60 | 99.60 | 99.59 | 69626 |
Sudent | 97.68 | 97.52 | 97.52 | 2830 |
DKDL-Net(our) | 99.48 | 99.48 | 99.50 | 6838 |
