Brain network classification on ADNI
1.6Average RankNeuroPath
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NeuroPath2024.09 | 1.6 | — | — | — | |
| BNT2024.09 | 2.1 | — | — | — | |
| BrainGNN2024.09 | 4.1 | — | — | — | |
| GCN2024.09 | 4.4 | — | — | — | |
| Graphormer2024.09 | 4.6 | — | — | — | |
| BolT2024.09 | 5.8 | — | — | — | |
| NAGphormer2024.09 | 5.8 | — | — | — | |
| MLP2024.09 | 6.9 | — | — | — | |
| AIDFusionAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | — | — | — | 66.59 | |
| BNTProtocol=10-fold cross validation2026.01 | — | 79.68 | — | — | |
| BrainGNNProtocol=10-fold cross validation2026.01 | — | 76.57 | — | — | |
| ContrastPoolProtocol=10-fold cross validation2026.01 | — | 80.08 | — | — | |
| METAFormerAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | — | — | — | 66.4 | |
| MGRLAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | — | — | — | 59.57 | |
| MV-BrainFMAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | — | — | — | 72.63 |