Respiratory Sound Classification on SPRSound Out-of-Distribution
85.5SpecificityMeta-Ensemble
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Meta-EnsembleSplit strategy=Fixed Split, Data granularity level=P-level2026.04 | 85.5 | 38.1 | 61.8 | |
| Meta-EnsembleSplit strategy=Fixed Split, Data granularity level=S-level2026.04 | 84.76 | 32.39 | 58.57 | |
| Kim et al. (SG-SCL)Training protocol=SG-SCL2026.04 | 81.06 | 22.62 | 51.84 | |
| Meta-EnsembleSplit strategy=5-Fold, Data granularity level=P-level2026.04 | 79.14 | 44.56 | 61.85 | |
| Meta-EnsembleSplit strategy=5-Fold, Data granularity level=S-level2026.04 | 78.5 | 39.37 | 58.93 | |
| Kim et al. (Audio-CLAP)Training protocol=Audio-CLAP2026.04 | 70.67 | 41.9 | 56.29 | |
| Bae et al. (Fine-tuning)Training protocol=Fine-tuning2026.04 | 69.62 | 32.65 | 51.13 | |
| Kim et al. (BTS)Training protocol=BTS2026.04 | 67.5 | 39.33 | 53.42 | |
| Bae et al. (Patch-Mix CL)Training protocol=Patch-Mix CL2026.04 | 62.69 | 39.33 | 51.01 |