Sex Classification on ABCD
80.1AccuracyBrainNetCNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainNetCNNModel Type=ROI-based2023.07 | 80.1 | 0.879 | |
| SwiFTTraining=from scratch2023.07 | 79.3 | 0.878 | |
| BNTModel Type=ROI-based2023.07 | 79.1 | 0.889 | |
| VanillaTFModel Type=ROI-based2023.07 | 77.4 | 0.851 | |
| TFFModel Type=Two-step (3D CNN + Transformer), Input=20-frame sub-sequences2023.07 | 73.8 | 0.802 | |
| XGBoostModel Type=ROI-based, Input=flattened upper triangular correlation matrix2023.07 | 69.5 | 0.767 |