Research Article
Center Loss Guided Prototypical Networks for Unbalance Few-Shot Industrial Fault Diagnosis
Table 6
Comparison of model accuracy under the test set for Plan 2.
| | Methods | IDV 1 | IDV 2 | IDV 3 | IDV 4 | IDV 5 | | 600 | 600 | 600 | 600 | 600 |
| | Prototypical networks (ACC %) | 65.1 | 60.2 | 59.8 | 16.1 | 14.9 | | Prototypical networks + center loss (ACC %) | 89.3 | 85.2 | 92.6 | 75.8 | 80.3 |
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