Education Classification on NKI
87.67AccuracyBrainWorld_F+S-prior
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BrainWorld_F+S-priorModality=F + S, Frozen backbone=true2026.06 | 87.67 | 87.21 | |
| BrainWorld_FModality=F, Frozen backbone=true2026.06 | 86.76 | 86.27 | |
| Brain Harmony-SModality=S, Frozen backbone=true2026.06 | 82.1 | 82.09 | |
| BrainWorld_F+S-concatModality=F + S, Frozen backbone=true2026.06 | 81.62 | 81.53 | |
| Brain HarmonyModality=F + S, Frozen backbone=true2026.06 | 81.48 | 80.66 | |
| Omni-fMRIModality=F, Frozen backbone=true2026.06 | 68.13 | 63.65 | |
| NeuroSTORMModality=F, Frozen backbone=true2026.06 | 66.78 | 57.37 | |
| BrainIACModality=S, Frozen backbone=true2026.06 | 63.93 | 62.97 | |
| Brain-DiTModality=F, Frozen backbone=true2026.06 | 62.8 | 60.26 | |
| SWIFTModality=F, Frozen backbone=true2026.06 | 61.55 | 58.23 | |
| SlimBrainModality=F, Frozen backbone=true2026.06 | 59.94 | 59.1 |