Research Article
Center Loss Guided Prototypical Networks for Unbalance Few-Shot Industrial Fault Diagnosis
Table 8
Comparison of model accuracy under the test set for Plan 4.
| | Methods | IDV 1 | IDV 2 | IDV 3 | IDV 4 | IDV 5 | | 600 | 600 | 600 | 600 | 600 |
| | Prototypical networks (ACC %) | 31.9 | 25.3 | 18.1 | 64.6 | 73.8 | | Prototypical networks + center loss (ACC %) | 70.3 | 79.5 | 68.7 | 91.4 | 89.5 |
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