Brain graph evolution prediction on EMCI-AD
0.086MAEIdentity Function
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Identity Function2026.03 | 0.086 | 3.9414 | 1.3765 | 0.0101 | 0.1051 | 0.0048 | |
| RGC-Net-Transformer2026.03 | 0.186 | 9.0352 | 2.5498 | 0.0468 | 0.0954 | 0.0106 | |
| TRGC-Net-Transformer2026.03 | 0.2115 | 10.6004 | 3.3258 | 0.0594 | 0.0913 | 0.012 | |
| RBGM2026.03 | 0.2516 | 11.3652 | 7.2024 | 0.074 | 0.0915 | 0.0093 | |
| EvoGraphNet2026.03 | 0.4135 | 23.3185 | 11.1199 | 0.2106 | 0.0916 | 0.0221 | |
| GCN-Transformer2026.03 | 0.6847 | 39.2852 | 20.4643 | 0.0436 | 0.1026 | 0.0136 |