Neural Activity Classification on UKB -> HCPA Zero-shot transfer
90.61F1 ScoreNeuroPath
Evaluation Results
| Method | Links | |
|---|---|---|
| NeuroPathData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 90.61 | |
| NAGphormerData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 89.77 | |
| NeuroPathData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 75.62 | |
| NAGphormerData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 73.44 | |
| GraphormerData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 64.36 | |
| GraphormerData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 57.78 |