Respiratory disease recognition (COVID-19) on Coughvid (test)
0.673AUROCRespiraMFM
Evaluation results
| Method | Links | |
|---|---|---|
| RespiraMFMLearning Setting=Supervised, Evaluation Protocol=Held-out test set2026.06 | 0.673 | |
| RespLLMLearning Setting=Supervised, Evaluation Protocol=Held-out test set2026.06 | 0.613 | |
| BTSLearning Setting=Supervised, Evaluation Protocol=Held-out test set2026.06 | 0.595 | |
| OPERA-CEPre-training=Diverse respiratory sounds2026.06 | 0.57 | |
| CoughPhase-CLRPre-training=Cough-specific phase-aware contrastive2026.06 | 0.57 | |
| Qwen-2 AudioLearning Setting=Supervised, Evaluation Protocol=Held-out test set2026.06 | 0.561 | |
| eGeMAPSFeatures=eGeMAPS feature set2026.06 | 0.54 | |
| OPERA-CE-CoughPre-training=Coughs only2026.06 | 0.53 |