Sex prediction on HCP Gender
86.93AUCMV-BrainFM
Evaluation results
| Method | Links | |
|---|---|---|
| MV-BrainFMPretrained=true2026.03 | 86.93 | |
| MV-BrainFMAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | 86.64 | |
| AIDFusionAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | 85.34 | |
| BrainGFMPretrained=true2026.03 | 84.61 | |
| METAFormerAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | 84.17 | |
| BQNPretrained=false2026.03 | 82.6 | |
| ContrastPoolPretrained=false2026.03 | 80 | |
| BNTPretrained=false2026.03 | 76.57 | |
| MGRLAtlases=Schaefer100, Schaefer200, AAL116, BASC1222026.03 | 76.01 | |
| PTGBPretrained=true2026.03 | 75.12 | |
| GCNPretrained=false2026.03 | 74.13 | |
| BrainMassPretrained=true2026.03 | 74.01 | |
| BrainNetCNNPretrained=false2026.03 | 73.35 | |
| BrainJEPAPretrained=true2026.03 | 73.01 | |
| BrainGNNPretrained=false2026.03 | 72.17 | |
| BrainLMPretrained=true2026.03 | 70.95 |