3-class classification on OASIS CDR 3-cls n=1324 (5-fold cross-validation)
57.9AccuracyArtemis
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ArtemisParams=19K2026.06 | 57.9 | 45.8 | 74.8 | |
| ContrasformerParams=178K2026.06 | 53.2 | 44.2 | 70.1 | |
| BrainNetTFParams=164K2026.06 | 52 | 45.5 | 70 | |
| GCNParams=12K2026.06 | 50.1 | 40.4 | 66.8 | |
| GINParams=21K2026.06 | 49.7 | 36.8 | 65 | |
| BioBGTParams=83K2026.06 | 48.7 | 37.4 | 66.6 | |
| BrainNetCNNParams=882K2026.06 | 48.5 | 43.2 | 69.6 | |
| GATParams=13K2026.06 | 46.8 | 41 | 67.3 | |
| CALParams=37K2026.06 | 45.6 | 34.5 | 61.9 | |
| BrainGNNParams=46K2026.06 | 42.7 | 32.1 | 56.7 | |
| CI-GNNParams=161K2026.06 | 37.6 | 30 | 53.4 |