Algorithms | Dataset | |||||
MNIST | F-MNIST | USPS | CIFAR-10 | STL-10 | SVHN | |
K-Means | 0.492 | 0.171 | 0.452 | 0.078 | 0.114 | - |
FCM | 0.482 | 0.231 | 0.614 | 0.039 | 0.098 | - |
MEC | 0.376 | 0.158 | 0.325 | 0.022 | 0.078 | - |
SC | 0.621 | 0.275 | 0.681 | 0.047 | 0.097 | - |
AE | 0.725 | 0.532 | 0.686 | 0.063 | 0.154 | 0.067 |
VAE | 0.752 | 0.497 | 0.711 | 0.118 | 0.143 | 0.072 |
GAN | 0.765 | 0.586 | 0.696 | 0.123 | 0.147 | 0.095 |
DEC | 0.793 | 0.587 | 0.722 | 0.128 | 0.158 | 0.111 |
DFKM | 0.780 | 0.572 | 0.718 | 0.086 | 0.113 | 0.091 |
DAC | 0.854 | 0.513 | 0.753 | 0.155 | 0.217 | 0.113 |
DFMEC | 0.885 | 0.672 | 0.782 | 0.135 | 0.166 | 0.119 |