Respiratory Sound Classification on AKGC417L OOD
99.36SpecificityCutMix
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CutMixCriteria=DA2026.05 | 99.36 | 0.78 | 50.07 | |
| FedAvgCriteria=FL2026.05 | 98.94 | 1 | 49.97 | |
| FedCAugCriteria=FL2026.05 | 98.83 | 1.34 | 50.08 | |
| FedIIRCriteria=FL2026.05 | 98.72 | 0.78 | 49.75 | |
| SpecAugmentCriteria=DA2026.05 | 98.51 | 0.56 | 49.53 | |
| PromptFLCriteria=FL2026.05 | 98.4 | 1.12 | 49.76 | |
| RepAugmentCriteria=DA2026.05 | 98.4 | 2.01 | 50.21 | |
| GainCriteria=DA2026.05 | 97.66 | 4.35 | 51.01 | |
| MixupCriteria=DA2026.05 | 97.45 | 3.24 | 50.34 | |
| BTS-CAFECriteria=Proposed2026.05 | 92.02 | 13.62 | 52.82 | |
| FedSRCriteria=FL2026.05 | 74.89 | 17.3 | 46.1 |