Cognition disordering diagnosis on ADNI -> OASIS Zero-shot transfer
83.55F1 ScoreGraphormer
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphormerData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 83.55 | |
| NeuroPathData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 80.03 | |
| GraphormerData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 79.69 | |
| NeuroPathData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 79.65 | |
| NAGphormerData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 78.09 | |
| NAGphormerData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 69.63 |