Gender classification on HCP Gender n=999 (5-fold cross-validation)
86.7AccuracyArtemis
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ArtemisParams=19K2026.06 | 86.7 | 85.5 | 92.4 | |
| BrainNetCNNParams=882K2026.06 | 80.5 | 68.6 | 83.7 | |
| GINParams=21K2026.06 | 67.4 | 64.3 | 70.8 | |
| ContrasformerParams=178K2026.06 | 63 | 56.5 | 62.2 | |
| BioBGTParams=83K2026.06 | 61.7 | 58.3 | 62.3 | |
| BrainNetTFParams=164K2026.06 | 60.3 | 56.9 | 60.3 | |
| GCNParams=12K2026.06 | 58.8 | 56.7 | 58.2 | |
| BrainGNNParams=46K2026.06 | 58.3 | 52.1 | 58.3 | |
| GATParams=13K2026.06 | 57.8 | 54.3 | 60.3 | |
| CALParams=37K2026.06 | 57.5 | 52.8 | 57.1 | |
| CI-GNNParams=161K2026.06 | 51.2 | 55 | 50 |