Respiratory Sound Classification on Meditron (IND)
96.83SpecificityPromptFL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PromptFLCriteria=FL2026.05 | 96.83 | 1.75 | 49.29 | |
| CutMixCriteria=DA2026.05 | 95.01 | 39.16 | 67.09 | |
| FedSRCriteria=FL2026.05 | 91.99 | 40.15 | 66.07 | |
| GainCriteria=DA2026.05 | 91.21 | 45.02 | 68.11 | |
| SpecAugmentCriteria=DA2026.05 | 90.04 | 42.75 | 66.4 | |
| FedIIRCriteria=FL2026.05 | 89.12 | 43.26 | 66.19 | |
| FedAvgCriteria=FL2026.05 | 89.11 | 46.58 | 67.85 | |
| MixupCriteria=DA2026.05 | 88.06 | 46.68 | 67.37 | |
| BTS-CAFECriteria=Proposed2026.05 | 88.02 | 46.74 | 67.38 | |
| RepAugmentCriteria=DA2026.05 | 87.64 | 44.8 | 66.22 | |
| FedCAugCriteria=FL2026.05 | 85.54 | 50.64 | 68.09 |