Fashion-MNIST | YaleB | CIFAR-10 | |||||||
SAP | DFCM | FPNSAP | SAP | DFCM | FPNSAP | SAP | DFCM | FPNSAP | |
1% | 0.647 | 0.854 | 0.899 | 0.579 | 0.715 | 0.866 | 0.122 | 0.283 | 0.401 |
2% | 0.649 | 0.873 | 0.916 | 0.584 | 0.729 | 0.871 | 0.128 | 0.296 | 0.419 |
5% | 0.657 | 0.889 | 0.924 | 0.597 | 0.732 | 0.876 | 0.132 | 0.311 | 0.432 |
10% | 0.665 | 0.902 | 0.927 | 0.602 | 0.736 | 0.898 | 0.158 | 0.318 | 0.442 |
20% | 0.701 | 0.913 | 0.935 | 0.626 | 0.812 | 0.922 | 0.295 | 0.355 | 0.525 |