Multimodal Classification (AD vs CN) on sMRI + Tau-PET + fMRI + Clinical Cohort
88.78AccuracyAgent Ensemble
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Agent EnsembleModalities=sMRI + Tau-PET + fMRI + tabular clinical2026.05 | 88.78 | 84.27 | 79.79 | 81.97 | 95.18 | 73.89 | |
| EfficientNet-B0Modalities=sMRI + Tau-PET + fMRI + tabular clinical2026.05 | 85.51 | 81.42 | 70.85 | 75.77 | 90.59 | 65.83 | |
| ResNet-18Modalities=sMRI + Tau-PET + fMRI + tabular clinical2026.05 | 83.33 | 80.32 | 63.4 | 70.87 | 91.49 | 60.24 | |
| DenseNet-121Modalities=sMRI + Tau-PET + fMRI + tabular clinical2026.05 | 71.56 | 53.27 | 90 | 66.93 | 82.7 | 49.5 |