Neural activity classification on HCPA -> UKB Zero-shot transfer
91.29F1 ScoreNeuroPath
Evaluation Results
| Method | Links | |
|---|---|---|
| NeuroPathData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 91.29 | |
| NAGphormerData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 74.49 | |
| NeuroPathData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 72.08 | |
| NAGphormerData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 70.17 | |
| GraphormerData setting=dynamic, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 50.97 | |
| GraphormerData setting=static, Node attributes=BOLD, Evaluation protocol=Zero-shot learning2024.09 | 39.09 |