Datasets › CWRU Bearing Dataset
CWRU Bearing Dataset
Data was collected for normal bearings, single-point drive end and fan end defects. Data was collected at 12,000 samples/second and at 48,000 samples/second for drive end bearing experiments. All fan end bearing data was collected at 12,000 samples/second.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Classification | CWRU Bearing Dataset | MixMamba-Fewshot 10 fold Cross validation 99.93 | Mixmamba-fewshot: mamba and attention mixer-based method... | linhthan216/MixMamba-Fewshot | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 15. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | 1 | 1 | 27 Feb 2025 | not harvested |
| Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features | 1 | 1 | 25 Mar 2024 | not harvested |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | 1 | 1 | 5 Oct 2020 | not harvested |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | 3 | 1 | 5 Jun 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- CWRU Bearing Dataset
1 variant name, as the archive lists them.
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