Gender Classification on BHRC
79.94AccuracyBrainWorld F+S-prior
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainWorld F+S-priorModality=F+S, Full fine-tuning=true2026.06 | 79.94 | 79.84 | |
| BrainWorld FModality=F, Full fine-tuning=true2026.06 | 78.37 | 78.09 | |
| Omni-fMRIModality=F, Full fine-tuning=true2026.06 | 75.86 | 75.96 | |
| NeuroSTORMModality=F, Full fine-tuning=true2026.06 | 73.02 | 72.49 | |
| SlimBrainModality=F, Full fine-tuning=true2026.06 | 71.74 | 69.35 | |
| SWIFTModality=F, Full fine-tuning=true2026.06 | 70.21 | 69.56 | |
| Brain HarmonyModality=F+S, Full fine-tuning=true2026.06 | 69.5 | 68.74 | |
| Brain Harmony-SModality=S, Full fine-tuning=true2026.06 | 65.96 | 65.76 | |
| BrainMassModality=F, Full fine-tuning=true2026.06 | 62.76 | 61.05 | |
| Brain-JEPAModality=F, Full fine-tuning=true2026.06 | 58.16 | 56.16 | |
| BrainLMModality=F, Full fine-tuning=true2026.06 | 57.09 | 54.69 | |
| Brain-DiTModality=F, Full fine-tuning=true2026.06 | 56.6 | 48.86 |