4-class Lung Sound Classification on ICBHI 2017 (test)
82.05SpecificityBEATS + PAFA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BEATS + PAFABackbone=BEATS, Pretraining=AS, Metadata=X2025.05 | 82.05 | 47.63 | 64.84 | |
| Bae et al. (Patch-Mix CL)Backbone=AST, Pretraining=IN + AS, Metadata=X2025.05 | 81.66 | 43.07 | 62.37 | |
| Kim et al. (BTS)Backbone=CLAP, Pretraining=LA, Metadata=O2025.05 | 81.4 | 45.67 | 63.54 | |
| Kim et al. (SG-SCL)Backbone=AST, Pretraining=IN + AS, Metadata=O2025.05 | 79.87 | 43.55 | 61.71 | |
| BEATS + CEBackbone=BEATS, Pretraining=AS, Metadata=X2025.05 | 78.77 | 48.21 | 63.49 | |
| Moummad et al. (SCL)Backbone=CNN6, Pretraining=AS, Metadata=O2025.05 | 75.95 | 39.15 | 57.55 | |
| Gairola et al. (RespireNet)Backbone=ResNet34, Pretraining=IN, Metadata=X2025.05 | 72.3 | 40.1 | 56.2 |