Brain graph evolution prediction on Simulated
0.0305MAERGC-Net-Transformer
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RGC-Net-Transformer2026.03 | 0.0305 | 1.4081 | 0.5308 | 0.0884 | 0.2404 | 0.0208 | |
| TRGC-Net-Transformer2026.03 | 0.0316 | 1.4488 | 0.5374 | 0.0882 | 0.2432 | 0.021 | |
| GCN-Transformer2026.03 | 0.0353 | 1.6243 | 0.6046 | 0.0731 | 0.2311 | 0.0242 | |
| RBGM2026.03 | 0.0374 | 1.7078 | 0.6868 | 0.1748 | 0.2398 | 0.024 | |
| Identity Function2026.03 | 0.0422 | 1.974 | 0.7076 | 0.0581 | 0.2722 | 0.0274 | |
| EvoGraphNet2026.03 | 0.0441 | 2.0467 | 0.7974 | 0.0749 | 0.0749 | 0.0296 |