| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DementiaBank (test) | Bert | Accuracy91.5 | 12 | 4mo ago | |
| ADReSSo Both 2021 (test) | FAL-AD | Accuracy91.52 | 10 | 4mo ago | |
| ADReSSo Text 2021 (test) | FAL-AD | Accuracy90.3 | 10 | 4mo ago | |
| Alzheimer's Dataset (DS2) | Brainomaly + AUCp | AUC66.48 | 9 | 1mo ago | |
| Alzheimer's Dataset (DS1) | Brainomaly + AUCp | AUC0.6452 | 9 | 1mo ago | |
| ADReSS (test) | CoSTA | Accuracy85.83 | 8 | 1mo ago | |
| ADReSSo 2021 (test) | Multi-View Gated Graph Attention Network | Accuracy90 | 6 | 24d ago | |
| ADReSSo 2021 (5-fold cross-validation) | Multi-View Gated Graph Attention Network | Accuracy88.81 | 6 | 24d ago | |
| Canary (test) | Delta-KNN | Acc78.5 | 5 | 4mo ago | |
| ADRESS 2020 (test) | Delta-KNN | Accuracy80.5 | 5 | 4mo ago | |
| ADRESS 2020 (train) | Delta-KNN | Accuracy79.2 | 5 | 4mo ago |
