Respiratory Sound Classification on Meditron OOD
98.03Specificity (Sp)PromptFL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptFLCriteria=FL2026.05 | 98.03 | 0 | 49.02 | |
| CutMixCriteria=DA2026.05 | 96.39 | 11.65 | 54.02 | |
| FedSRCriteria=FL2026.05 | 90.16 | 15.53 | 52.85 | |
| GainCriteria=DA2026.05 | 88.85 | 18.45 | 53.65 | |
| BTS-CAFECriteria=Proposed2026.05 | 85.9 | 23.3 | 54.6 | |
| SpecAugmentCriteria=DA2026.05 | 85.57 | 21.36 | 53.47 | |
| FedAvgCriteria=FL2026.05 | 85.25 | 19.42 | 52.33 | |
| RepAugmentCriteria=DA2026.05 | 85.25 | 18.45 | 51.85 | |
| FedIIRCriteria=FL2026.05 | 80.33 | 26.21 | 53.27 | |
| MixupCriteria=DA2026.05 | 76.39 | 29.13 | 52.76 | |
| FedCAugCriteria=FL2026.05 | 74.43 | 26.21 | 50.32 |