| Paper | Code | 10 fold Cross validation | ModelName | ReleaseDate |
|---|---|---|---|---|
| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | ✓ Link | 99.93 | MixMamba-Fewshot | 2025-02-27 |
| Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features | ✓ Link | 99.86 | Few-shot Transformer Covariance | 2024-03-25 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | ✓ Link | 98.46 | MCNN-LSTM | 2020-06-05 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | ✓ Link | 7 | CNN | 2020-10-05 |