Respiratory Sound Classification on Setting #2 IND
96.32SpecificityPromptFL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PromptFLCriteria=FL2026.05 | 96.32 | 1.06 | 48.69 | |
| GainCriteria=DA2026.05 | 89.57 | 43.57 | 66.57 | |
| FedIIRCriteria=FL2026.05 | 89.13 | 41.89 | 65.51 | |
| FedSRCriteria=FL2026.05 | 89.04 | 43.25 | 66.15 | |
| SpecAugmentCriteria=DA2026.05 | 88.86 | 41.7 | 65.28 | |
| FedAvgCriteria=FL2026.05 | 88.34 | 42.8 | 65.57 | |
| BTS-CAFECriteria=Proposed2026.05 | 87.77 | 45.97 | 66.87 | |
| RepAugmentCriteria=DA2026.05 | 87.16 | 44.2 | 65.68 | |
| FedCAugCriteria=FL2026.05 | 86.85 | 43.27 | 65.06 | |
| MixupCriteria=DA2026.05 | 86.8 | 44.91 | 65.85 | |
| CutMixCriteria=DA2026.05 | 85.23 | 43.74 | 64.49 |