Algorithms | Dataset | |||||
MNIST | F-MNIST | USPS | CIFAR-10 | STL-10 | SVHN | |
K-Means [33] | 0.524 | 0.225 | 0.466 | 0.116 | 0.175 | - |
FCM [5] | 0.548 | 0.349 | 0.643 | 0.167 | 0.133 | - |
MEC [31] | 0.426 | 0.203 | 0.420 | 0.102 | 0.087 | - |
SC [25] | 0.479 | 0.359 | 0.659 | 0.138 | 0.158 | - |
AE [28] | 0.812 | 0.494 | 0.716 | 0.161 | 0.253 | 0.109 |
VAE [34] | 0.821 | 0.505 | 0.702 | 0.151 | 0.209 | 0.110 |
GAN [35] | 0.827 | 0.534 | 0.737 | 0.143 | 0.210 | 0.102 |
DEC [20] | 0.843 | 0.516 | 0.712 | 0.191 | 0.229 | 0.136 |
DFKM [21] | 0.862 | 0.501 | 0.734 | 0.220 | 0.232 | 0.112 |
DAC [36] | 0.946 | 0.544 | 0.795 | 0.237 | 0.296 | 0.151 |
DFMEC | 0.948 | 0.605 | 0.847 | 0.243 | 0.237 | 0.155 |