notesum.ai
Published at November 25Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning
cs.AI
eess.SP
Released Date: November 25, 2024
Authors: Toyotaro Suzumura1, Hiroki Kanezashi1, Shotaro Akahori2
Aff.: 1The University of Tokyo; 2Digital Hospital, Inc.

| Model | AUROC | F1-score |
|---|---|---|
| Baseline | 0.9407 | 0.7581 |
| EGA-GCN | 0.9576 | 0.8065 |
| EGA-GraphSAGE | 0.8305 | 0.4032 |
| EGA-GAT | 0.9661 | 0.8548 |