Classification on UKB Sex
94.89AccuracyfMRI-LM-B(G)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| fMRI-LM-B(G)Type=Ours2025.11 | 94.89 | 94.9 | |
| fMRI-LM-B(Q)Type=Ours2025.11 | 94.45 | 94.67 | |
| BrainMassType=Foundation2025.11 | 92.31 | 92.85 | |
| Brain-JEPAType=Foundation2025.11 | 88.77 | 90.13 | |
| BrainLMType=Foundation2025.11 | 88.72 | 90.42 | |
| SWiFTType=Supervised2025.11 | 84.9 | 85.34 | |
| FBNETGENType=Supervised2025.11 | 83.54 | 83.56 | |
| BrainNetCNNType=Supervised2025.11 | 78.32 | 80.05 | |
| BrainGNNType=Supervised2025.11 | 77.31 | 79.53 | |
| BNTType=Supervised2025.11 | 72.71 | 73.38 |