Classification on CWRU Bearing Dataset

Metric: 10 fold Cross validation (higher is better)

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#	Model↕	10 fold Cross validation▼	Augmentations	Paper	Date↕	Code
1	MixMamba-Fewshot	99.93	Yes	-	-	Code
2	Few-shot Transformer Covariance	99.86	Yes	-	-	Code
3	MCNN-LSTM	98.46	Yes	-	-	Code
4	CNN	7	Yes	FaultNet: A Deep Convolutional Neural Network fo...	2020-10-05	Code

#1MixMamba-Fewshot
99.93
10 fold Cross validation· Augmentations
No paperCode
#2Few-shot Transformer Covariance
99.86
10 fold Cross validation· Augmentations
No paperCode
#3MCNN-LSTM
98.46
10 fold Cross validation· Augmentations
No paperCode
#4CNNSOTA
7
10 fold Cross validation· Augmentations· 2020-10-05
FaultNet: A Deep Convolutional Neural Network for bearing fault classification Code