Classification On Cwru Bearing Dataset

10 fold Cross validation

评测结果

各个模型在此基准测试上的表现结果

模型名称	10 fold Cross validation	Paper Title
Few-shot Transformer Covariance	99.86	Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features
CNN	7	FaultNet: A Deep Convolutional Neural Network for bearing fault classification
MCNN-LSTM	98.46	Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model

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