Binary Diagnostic Classification (HC vs. MCI) on ADNI
69.7AccuracyGCAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GCANconfig=Proposed Method2024.03 | 69.7 | 86.53 | 67.09 | 75.58 | |
| GCNRegions=R18, Variant=//2024.03 | 66.67 | 69.29 | 67.29 | 68.28 | |
| Transformer-BRegions=R18, Variant=T-B2024.03 | 66.67 | 78.47 | 67.24 | 72.42 | |
| GCNRegions=R10, Variant=//2024.03 | 65.62 | 86.11 | 64.56 | 73.79 | |
| Transformer-LRegions=R10, Variant=T-L2024.03 | 64.65 | 83.64 | 65.05 | 73.18 | |
| Transformer-BRegions=R10, Variant=T-B2024.03 | 64.58 | 95.14 | 61.93 | 75.02 | |
| GATRegions=R18, Variant=A2024.03 | 64.58 | 79.86 | 64.68 | 71.47 | |
| Transformer-SRegions=R18, Variant=T-S2024.03 | 64.58 | 81.94 | 66.1 | 73.17 | |
| Transformer-LRegions=R18, Variant=T-L2024.03 | 63.54 | 67.36 | 70.37 | 68.83 | |
| GATRegions=R10, Variant=A2024.03 | 62.07 | 96.32 | 61.37 | 74.97 | |
| Transformer-SRegions=R10, Variant=T-S2024.03 | 61.46 | 85.42 | 61.02 | 71.19 |