Skip to main content

Table 2 Performance of EGAN when batch size is varied for all evaluated datasets

From: Unsupervised feature learning-based encoder and adversarial networks

Dataset Classifier Batch size
8 16 32 64
Tea clones AlexNet 92.92 94.02 92.47 91.15
DenseNet 94.24 94.46 92.25 94.02
PV corn AlexNet 91.26 93.25 91.66 92.85
DenseNet 96.03 95.63 96.42 96.42
PV potato AlexNet 94.85 97.05 94.11 97.05
DenseNet 98.52 98.52 96.32 97.79
PV apple AlexNet 88.26 93.87 91.83 92.85
DenseNet 96.93 95.91 97.95 95.40
MNIST AlexNet 97.86 97.70 97.63 97.03
DenseNet 98.43 98.80 98.63 98.43
  1. The best performance for each dataset and classifier is printed in bold