Disease Diagnosis on ADNI MCI
79.16AccuracyFlexiBrain
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FlexiBrain2026.06 | 79.16 | 78.82 | |
| BrainWorld_F+S-priorModality=F + S, Frozen backbone=true2026.06 | 76.27 | 76.26 | |
| BrainIACModality=S, Frozen backbone=true2026.06 | 73.73 | 73.56 | |
| SWIFTModality=F, Frozen backbone=true2026.06 | 69.78 | 69.31 | |
| BrainWorld_FModality=F, Frozen backbone=true2026.06 | 67.82 | 67.77 | |
| BrainWorld_F+S-concatModality=F + S, Frozen backbone=true2026.06 | 67.36 | 67.31 | |
| NeuroSTORM2026.06 | 66.67 | 62.17 | |
| SwiFT2026.06 | 65.38 | 72.54 | |
| Brain-JEPA2026.06 | 64.53 | 55.17 | |
| Omni-fMRIModality=F, Frozen backbone=true2026.06 | 63.4 | 56.67 | |
| BrainGNN2026.06 | 63.2 | 58.36 | |
| BrainMass2026.06 | 62.39 | 61.35 | |
| BrainHarmonix-F2026.06 | 60.61 | 51.86 | |
| BrainNetCNN2026.06 | 59.74 | 56.48 | |
| SlimBrainModality=F, Frozen backbone=true2026.06 | 59.14 | 57.98 | |
| Brain HarmonyModality=F + S, Frozen backbone=true2026.06 | 58.33 | 58.28 | |
| NeuroSTORMModality=F, Frozen backbone=true2026.06 | 57.25 | 56.76 | |
| Brain Harmony-SModality=S, Frozen backbone=true2026.06 | 52.27 | 52.15 | |
| Brain-DiTModality=F, Frozen backbone=true2026.06 | 47.03 | 46.94 |