Progressing data detection (ΔMoCA < 0) on MCI and AD subjects 1-year cohort (test)
64.52AccuracySurface-based Multimodal Framework (T = 300)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Surface-based Multimodal Framework (T = 300)Surf.=true, Tab.=true2026.06 | 64.52 | 65.17 | 64.79 | 64.37 | 64.17 | 0.2996 | |
| TabPFN (Ori. Data)Surf.=true, Tab.=true2026.06 | 61.29 | 62.28 | 61.67 | 61.95 | 63 | 0.2394 | |
| Surface-based Multimodal Framework (T = 300)Surf.=true, Tab.=false2026.06 | 61.29 | 61.25 | 61.25 | 61.25 | 62.92 | 0.225 | |
| TabPFNSurf.=false, Tab.=true2026.06 | 58.06 | 58.55 | 58.33 | 58.27 | 61.25 | 0.1688 |