Alzheimer's Disease detection on ADReSSo Text 2021 (test)
90.3AccuracyFAL-AD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FAL-ADLearning Paradigm=Federated Learning (FL), Data Augmentation=true2026.02 | 90.3 | 90.28 | |
| FAL-ADLearning Paradigm=Federated Learning (FL), Data Augmentation=false2026.02 | 87.68 | 87.64 | |
| CogniAlignLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 86.77 | 86.59 | |
| FAL-ADLearning Paradigm=Centralized Learning (CL), Data Augmentation=true2026.02 | 86.67 | 86.63 | |
| FAL-ADLearning Paradigm=Centralized Learning (CL), Data Augmentation=false2026.02 | 84.85 | 84.69 | |
| BangLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 83.1 | 83.1 | |
| FAL-ADLearning Paradigm=Local Learning (LL), Data Augmentation=true2026.02 | 79.8 | 79.55 | |
| YingLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 78.9 | 79 | |
| FAL-ADLearning Paradigm=Local Learning (LL), Data Augmentation=false2026.02 | 78.39 | 77.48 | |
| C-AttnLearning Paradigm=Centralized Learning, Data Augmentation=false2026.02 | 73.5 | 73.5 |