| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ADReSSo (test) | Qwen3-14B | Speaker-level F1 Score90.14 | 18 | 24d ago | |
| Dementia detection dataset (train) | Ours | Unweighted Average Accuracy80.87 | 9 | 4mo ago | |
| ADReSS Challenge (test) | Claude | Precision90 | 8 | 1mo ago | |
| Spanish corpus (test) | ASR-agnostic framework | Accuracy68.5 | 1 | 24d ago | |
| Slovak corpus (test) | ASR-agnostic framework | Accuracy83.9 | 1 | 24d ago | |
| DementiaBank Pitt Corpus (English) (test) | ASR-agnostic framework | Accuracy53.2 | 1 | 24d ago |
