Gender Classification on Internal (test)
71.91AccuracyBNT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BNTType=Supervised2026.03 | 71.91 | 42.8 | 71.77 | |
| TransformerType=Supervised2026.03 | 69.6 | 38.06 | 69.44 | |
| BrainMassType=Foundation2026.03 | 67.28 | 33.22 | 67.03 | |
| FCN-LLMType=Ours, Model Size=7B2026.03 | 66.41 | 32.21 | 66.38 | |
| GCNType=Supervised2026.03 | 65.59 | 30.14 | 65.53 | |
| FCN-LLMType=Ours, Model Size=3B2026.03 | 65.48 | 29.82 | 65.39 | |
| BrainNPTType=Foundation2026.03 | 64.71 | 28.34 | 63.62 | |
| BrainNetCNNType=Supervised2026.03 | 64.28 | 29.16 | 62.61 | |
| BrainGNNType=Supervised2026.03 | 63.86 | 28.4 | 63.89 | |
| HGCNType=Supervised2026.03 | 63.5 | 27.97 | 59.62 | |
| CINPType=Foundation2026.03 | 63.01 | 23.78 | 61.82 | |
| PTGBType=Foundation2026.03 | 62.29 | 24.08 | 61.07 |