Functional Connectivity Network Topology Preservation on MDD dataset
0.99FC EdgesDSFM (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DSFM (Ours)2026.05 | 0.99 | 0.99 | 0.77 | |
| 2D-DCGAN2026.05 | 0.54 | 0.53 | 0.14 | |
| Vanilla-GAN2026.05 | 0.53 | 0.67 | 0.11 | |
| WGAN-GP2026.05 | 0.52 | 0.62 | 0.15 | |
| WGAN2026.05 | 0.51 | 0.64 | 0.14 | |
| 1D-DCGAN2026.05 | 0.1 | 0.3 | 0.06 |