Alzheimer's Disease detection on ADReSSo Both 2021 (test)
91.52AccuracyFAL-AD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FAL-ADLearning Paradigm=Federated Learning (FL), Data Augmentation=true2026.02 | 91.52 | 91.45 | |
| CogniAlignLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 90.36 | 90.11 | |
| FAL-ADLearning Paradigm=Federated Learning (FL), Data Augmentation=false2026.02 | 89.7 | 89.65 | |
| BangLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 87.32 | 87.25 | |
| FAL-ADLearning Paradigm=Centralized Learning (CL), Data Augmentation=true2026.02 | 86.67 | 86.64 | |
| FAL-ADLearning Paradigm=Centralized Learning (CL), Data Augmentation=false2026.02 | 86.06 | 85.89 | |
| YingLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 83.7 | 83.3 | |
| FAL-ADLearning Paradigm=Local Learning (LL), Data Augmentation=true2026.02 | 80.61 | 80.35 | |
| FAL-ADLearning Paradigm=Local Learning (LL), Data Augmentation=false2026.02 | 78.59 | 77.16 | |
| C-AttnLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 77.2 | 77.6 |