Respiratory Sound Classification on Yunting (IND)
89.39SpecificityMixup
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MixupCriteria=DA2026.05 | 89.39 | 41.24 | 65.32 | |
| BTS-CAFECriteria=Proposed2026.05 | 88.22 | 34.04 | 61.13 | |
| RepAugmentCriteria=DA2026.05 | 87.3 | 35.49 | 61.4 | |
| PromptFLCriteria=FL2026.05 | 85.93 | 10.95 | 48.44 | |
| FedIIRCriteria=FL2026.05 | 83.8 | 39.22 | 61.51 | |
| SpecAugmentCriteria=DA2026.05 | 83.6 | 36.57 | 60.09 | |
| GainCriteria=DA2026.05 | 81.31 | 41.71 | 61.51 | |
| CutMixCriteria=DA2026.05 | 81.17 | 41.63 | 61.4 | |
| FedSRCriteria=FL2026.05 | 80.68 | 43.04 | 61.86 | |
| FedCAugCriteria=FL2026.05 | 79.12 | 38.5 | 58.81 | |
| FedAvgCriteria=FL2026.05 | 78.87 | 42.3 | 60.58 |