Table 6 Comparison of bearing fault diagnosis precision, Recall and F1-Score with different algorithms.
From: Lightweight bearing fault diagnosis via decoupled distillation and low rank adaptation
Model | Precision(%) | Recall(%) | F1-score(%) |
|---|---|---|---|
MCNN-LSTM | 98.46 | 97.85 | 97.856 |
FaultNet | 98.60 | 98.57 | 98.57 |
BearingPGA-Net | 98.98 | 98.92 | 98.90 |
DKDL-Net(our) | 99.48 | 99.48 | 99.50 |
