| 方法 | FER2013 | CK+ | JAFFE |
| 准确率 | 准确率 | 准确率 | |
| 基准方法(多数投票) | 0.7035 | 0.7586 | 0.4225 |
| MLKNN | 0.7297 | 0.7630 | 0.4836 |
| CLAG | 0.7278 | 0.7691 | 0.4670 |
| KNORA-UNION | 0.6367 | 0.7591 | 0.4648 |
| DCS-OLA | 0.6450 | 0.6717 | 0.4225 |
| DCS-LCA | 0.5671 | 0.5072 | 0.4225 |
| 本文方法 | 0.7325 | 0.7633 | 0.4836 |