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. 2024 Feb 15;10:e1837. doi: 10.7717/peerj-cs.1837

Table 5. Comparison between fixed learning rate method and cyclical learning rate method with FV-EffResNet.

Learning method Database No of epochs Accuracy
Fixed LR FV-USM 48 94.14%
SDUMLA 40 92.73%
MMCBNU_600 43 93.50%
NUPT-FPV 53 93.76%
Cyclical LR FV-USM 28 95.75%
SDUMLA 24 96.11%
MMCBNU_600 24 98.43%
NUPT-FPV 32 96.84%