Cough Classification on Five-Class Cough Classification dataset (5-Fold CV)
85.4Balanced AccuracyCoughSense Dual-Encoder
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoughSense Dual-EncoderParams=93.1M2026.06 | 85.4 | 85.1 | 0.958 | 85 | |
| CoughSense Whisper-baseParams=39.5M2026.06 | 84.7 | 83.9 | 0.952 | 84.1 | |
| CoughSense Whisper-tinyParams=8.6M2026.06 | 82.3 | 81.7 | 0.941 | 81.7 | |
| EfficientNet-B2Params=9.1M2026.06 | 71.2 | 69.4 | 0.892 | 70.4 | |
| ViTProtocol=from-scratch, Params=6.3M2026.06 | 52.7 | 51.4 | 0.823 | 51.4 | |
| CLAPProtocol=zero-shot, Params=153M2026.06 | 41.2 | 38.9 | 0.779 | — |