Respiratory Sound Classification on Yunting (OOD)
92.31SpecificityBTS-CAFE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BTS-CAFECriteria=Proposed2026.05 | 92.31 | 39.07 | 65.69 | |
| SpecAugmentCriteria=DA2026.05 | 92.12 | 24.68 | 58.4 | |
| RepAugmentCriteria=DA2026.05 | 84.77 | 44.22 | 64.49 | |
| CutMixCriteria=DA2026.05 | 81.25 | 33.93 | 57.59 | |
| FedSRCriteria=FL2026.05 | 68.27 | 46.27 | 57.27 | |
| FedIIRCriteria=FL2026.05 | 63.85 | 54.5 | 59.17 | |
| FedAvgCriteria=FL2026.05 | 59.81 | 31.62 | 45.71 | |
| GainCriteria=DA2026.05 | 54.23 | 45.76 | 49.99 | |
| FedCAugCriteria=FL2026.05 | 46.92 | 43.19 | 45.06 | |
| MixupCriteria=DA2026.05 | 40 | 42.93 | 41.47 | |
| PromptFLCriteria=FL2026.05 | 34.52 | 19.54 | 27.03 |