| 数据集 | K-means | NJW-SC | FCM | MDNJW |
| Soybean | 0.842 | 0.974 | 0.974 | 1.000 |
| waveform | 0.978 | 0.943 | 0.986 | 1.000 |
| Sonar_all_data | 0.846 | 0.838 | 0.846 | 1.000 |
| iris | 0.953 | 0.939 | 0.961 | 1.000 |
| glass | 0.950 | 0.975 | 0.983 | 1.000 |
| Libras_movement | 0.845 | 0.909 | 0.872 | 1.000 |
| zoo | 1.000 | 0.966 | 0.910 | 0.989 |
| sum | 6.414 | 6.545 | 6.531 | 6.989 |