SC to FC Prediction on HCP-YA Standard Resolution, V ≈ 68 (test)
0.99Group Pearson CorrelationCM-JIVNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CM-JIVNetN=1,058, Nodes (V)=68, Approach=CNN + attention fusion + MINE2026.01 | 0.99 | — | |
| Yang et al.N=103, Nodes (V)=68, Approach=Graph autoencoder2026.01 | 0.96 | 0.572 | |
| Neudorf et al.N=998, Nodes (V)=66, Approach=Graph Nets2026.01 | 0.94 | 0.69 | |
| Li et al.N=1,058, Nodes (V)=68, Approach=Graph convolutional net2026.01 | 0.75 | — |