Classification on ADNI-AD
85.27AccuracyfMRI-LM-B(Q)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| fMRI-LM-B(Q)Type=Ours2025.11 | 85.27 | 81.02 | |
| Brain-JEPAType=Foundation2025.11 | 82.26 | 84.05 | |
| BrainMassType=Foundation2025.11 | 80.05 | 83.35 | |
| BrainLMType=Foundation2025.11 | 78.82 | 75.21 | |
| fMRI-LM-B(G)Type=Ours2025.11 | 77.92 | 79.91 | |
| FBNETGENType=Supervised2025.11 | 76.74 | 77.64 | |
| BrainNetCNNType=Supervised2025.11 | 75.92 | 77.09 | |
| SWiFTType=Supervised2025.11 | 71.95 | 70.08 | |
| BNTType=Supervised2025.11 | 70.19 | 72.34 | |
| BrainGNNType=Supervised2025.11 | 68.72 | 69.06 |