MCI vs. AD Classification on AIBL
79.2AccuracyMOGONET
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MOGONET2026.06 | 79.2 | — | — | 84.6 | 79.2 | |
| GRridge2026.06 | 75.5 | — | — | 81.1 | 75.3 | |
| CF2026.06 | 75.5 | — | — | 79.9 | 75.3 | |
| CLCLSA2026.06 | 75.5 | — | — | 81.3 | 75.4 | |
| SVM2026.06 | 73.6 | — | — | 80.8 | 73.6 | |
| LR2026.06 | 73.6 | — | — | 79.4 | 73.6 | |
| NN2026.06 | 73.6 | — | — | 79.6 | 73.3 | |
| TMC2026.06 | 73.6 | — | — | 84 | 73.6 | |
| GMU2026.06 | 73.6 | — | — | 80 | 73.6 | |
| DCP2026.06 | 73.6 | — | — | 86 | 73.1 | |
| BPLSDA2026.06 | 71.7 | — | — | 84.1 | 71.7 | |
| MMDynamic2026.06 | 71.7 | — | — | 76.1 | 71.7 | |
| BSPLSDA2026.06 | 69.8 | — | — | 78.9 | 68.5 | |
| ProMUSE2026.06 | 68.1 | — | — | 67 | 67.1 | |
| MLCLNet2026.06 | 67.9 | — | — | 77.1 | 67.5 | |
| FedADAexperiments=five repeated experiments2025.12 | 66.29 | 0.003 | 82.35 | 70.32 | — | |
| KNN2026.06 | 66 | — | — | 75.4 | 65.9 | |
| RF2026.06 | 66 | — | — | 77.9 | 65.9 | |
| DBEexperiments=five repeated experiments2025.12 | — | 0.002 | — | — | — |