Dementia detection on ADReSS Challenge (test)
90PrecisionClaude
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ClaudeTranscript type=manual2026.06 | 90 | 79 | 84 | 85 | — | |
| Dual BERTArchitecture=Dual BERT2026.05 | 83.04 | 83.33 | 82.92 | 82.92 | 82.5 | |
| 4oTranscript type=manual2026.06 | 83 | 79 | 81 | 81 | — | |
| Acoustic + Lexical + DisArchitecture=Acoustic + Lexical + Dis2026.05 | 81.82 | 75 | 78.26 | 79.17 | 83.33 | |
| TSAC-ATTArchitecture=TSAC-ATT2026.05 | 81.3 | 81.25 | 81.24 | 81.25 | — | |
| Proposed ApproachArchitecture=Proposed Approach2026.05 | 79.97 | 88.33 | 84.31 | 83.33 | 76.66 | |
| LLaMATranscript type=manual2026.06 | 64 | 58 | 61 | 63 | — | |
| 4o-miniTranscript type=manual2026.06 | 61 | 46 | 52 | 58 | — |