Classification on HCP Sex
0.8304AccuracyfMRI-LM-B(Q)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| fMRI-LM-B(Q)Type=Ours2025.11 | 0.8304 | 0.8522 | |
| fMRI-LM-B(G)Type=Ours2025.11 | 0.8238 | 0.8306 | |
| BrainNetCNNType=Supervised2025.11 | 0.8201 | 0.8694 | |
| BrainLMType=Foundation2025.11 | 0.8109 | 0.8234 | |
| FBNETGENType=Supervised2025.11 | 0.8064 | 0.7929 | |
| BrainGNNType=Supervised2025.11 | 0.7909 | 0.8156 | |
| Brain-JEPAType=Foundation2025.11 | 0.7782 | 0.7919 | |
| BrainMassType=Foundation2025.11 | 0.7532 | 0.7719 | |
| SWiFTType=Supervised2025.11 | 0.7291 | 0.7169 | |
| BNTType=Supervised2025.11 | 0.7267 | 0.7205 |