TABLE 3.
Performance comparisons of involved approaches in synthetic 3-view data scene.
| Data scene | Algorithm | NMI-mean | NMI-std | RI-mean | RI-std | DBI-mean | DBI-std |
|---|---|---|---|---|---|---|---|
| Artificial 3-view data scene | LSSMTC | 0.6305 | 0.0134 | 0.8339 | 0.0073 | 1.6996 | 0.0415 |
| DRCC | 0.8988 | 0 | 0.9674 | 1.17E-16 | 1.2135 | 2.34E-16 | |
| MVKKM | 0.9249 | 0 | 0.9762③ | 2.34E-16 | 0.9869 | 0 | |
| Co-FKM | 0.9314② | 1.17E-16 | 0.9804② | 1.17E-16 | 0.9895 | 1.17E-16 | |
| MultiNMF | 0.9266③ | 0.0106 | 0.9704 | 0.0055 | 0.9203② | 0.0532 | |
| MEC-FF | 0.9173 | 2.16E-16 | 0.9761 | 1.17E-16 | 0.9855③ | 5.23E-17 | |
| MEC-RF | 0.7610 | 0.1873 | 0.8865 | 0.1076 | 1.1787 | 0.3082 | |
| VC-AW-MEC | 0.9547① | 0 | 0.9984① | 1.17E-16 | 0.9057① | 2.34E-16 |