Age Prediction on ABIDE 3 sites labeled (test)
5.1MAE (NYU Site)All Sites
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| All SitesMode=Centralised training all sites, Labeled Sites=NYU, Yale, UCLA, Trinity2022.05 | 5.1 | 2.32 | 2.87 | 4.53 | 3.7 | 80 | |
| FedHarmonyMode=Semi-supervised, Labeled Sites=NYU, Yale, UCLA2022.05 | 5.12 | 2.39 | 2.16 | 4.69 | 3.59 | 26 | |
| FedProxMode=Federated Learning, Labeled Sites=NYU, Yale, UCLA2022.05 | 5.15 | 2.15 | 2.62 | 5.96 | 3.98 | 74 | |
| No TrinityMode=Centralised training no Trinity, Labeled Sites=NYU, Yale, UCLA2022.05 | 5.36 | 1.81 | 1.83 | 7.29 | 4.07 | 96 |