ADReSSo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dementia Detection | ADReSSo (test) | Speaker-level F1 Score90.14 | 18 | |
| Alzheimer's Disease Recognition from Speech | ADReSSo 2021 (test) | Accuracy85.92 | 17 | |
| Pathological Speech Reconstruction | ADReSSo Dementia | WER20.75 | 10 | |
| Alzheimer's Disease detection | ADReSSo Both 2021 (test) | Accuracy91.52 | 10 | |
| Alzheimer's Disease detection | ADReSSo Text 2021 (test) | Accuracy90.3 | 10 | |
| Alzheimer's Disease detection | ADReSSo 2021 (test) | Accuracy90 | 6 | |
| Alzheimer's Disease detection | ADReSSo 2021 (5-fold cross-validation) | Accuracy88.81 | 6 | |
| Alzheimer's Detection | ADReSSo 21 | F1 Score86 | 4 | |
| ADRD detection | ADReSSo (val) | Sensitivity79.3 | 2 | |
| ADRD detection | ADReSSo (test) | Sensitivity69.4 | 1 |
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