From: Unsupervised feature learning-based encoder and adversarial networks
Dataset | Classifier | GAN | CNNAE | BIGAN | EGAN |
---|---|---|---|---|---|
Tea clones | AlexNet | 17.28 | 1.42 | 18.37 | 21.82 |
DenseNet | 109.71 | 2.13 | 114.62 | 117.39 | |
PV corn | AlexNet | 15.90 | 1.54 | 16.41 | 18.20 |
DenseNet | 100.62 | 2.02 | 102.88 | 106.25 | |
PVpotato | AlexNet | 9.21 | 5.97 | 9.05 | 10.45 |
DenseNet | 57.13 | 1.17 | 58.00 | 60.00 | |
PV apple | AlexNet | 13.12 | 1.21 | 13.42 | 15.28 |
DenseNet | 83.53 | 1.69 | 85.12 | 87.30 | |
MNIST | AlexNet | 69.71 | 5.97 | 67.57 | 70.09 |
DenseNet | 333.67 | 7.85 | 336.89 | 334.16 |