Fashion-MNIST | YaleB | CIFAR-10 | |||||||
SAP | DFCM | FPNSAP | SAP | DFCM | FPNSAP | SAP | DFCM | FPNSAP | |
1% | 0.598 | 0.862 | 0.889 | 0.697 | 0.715 | 0.732 | 0.219 | 0.289 | 0.476 |
2% | 0.674 | 0.867 | 0.891 | 0.712 | 0.723 | 0.765 | 0.223 | 0.297 | 0.498 |
5% | 0.692 | 0.901 | 0.898 | 0.734 | 0.739 | 0.793 | 0.238 | 0.309 | 0.546 |
10% | 0.752 | 0.904 | 0.913 | 0.752 | 0.746 | 0.806 | 0.239 | 0.314 | 0.576 |
20% | 0.768 | 0.912 | 0.923 | 0.663 | 0.801 | 0.834 | 0.354 | 0.412 | 0.607 |