Respiratory Sound Classification on LittC2SE (OOD)
97.92SpecificitySpecAugment
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SpecAugmentCriteria=DA2026.05 | 97.92 | 30.93 | 64.42 | |
| PromptFLCriteria=FL2026.05 | 96.43 | 2.97 | 49.7 | |
| GainCriteria=DA2026.05 | 96.13 | 33.05 | 64.59 | |
| RepAugmentCriteria=DA2026.05 | 95.24 | 29.24 | 62.24 | |
| BTS-CAFECriteria=Proposed2026.05 | 94.35 | 38.14 | 66.24 | |
| MixupCriteria=DA2026.05 | 93.54 | 37.83 | 65.68 | |
| FedIIRCriteria=FL2026.05 | 93.45 | 27.54 | 60.5 | |
| CutMixCriteria=DA2026.05 | 93.45 | 30.51 | 61.98 | |
| FedSRCriteria=FL2026.05 | 93.15 | 34.75 | 63.95 | |
| FedCAugCriteria=FL2026.05 | 92.86 | 38.56 | 65.71 | |
| FedAvgCriteria=FL2026.05 | 92.1 | 30.28 | 61.19 |