Respiratory Sound Classification on Litt3200 OOD
96.59SpecificityPromptFL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptFLCriteria=FL2026.05 | 96.59 | 0 | 48.3 | |
| BTS-CAFECriteria=Proposed2026.05 | 23.22 | 63.08 | 43.15 | |
| FedIIRCriteria=FL2026.05 | 18.27 | 61.54 | 39.9 | |
| GainCriteria=DA2026.05 | 17.34 | 65.38 | 41.36 | |
| RepAugmentCriteria=DA2026.05 | 16.72 | 65.38 | 41.05 | |
| FedCAugCriteria=FL2026.05 | 16.41 | 66.15 | 41.28 | |
| SpecAugmentCriteria=DA2026.05 | 14.86 | 67.69 | 41.28 | |
| FedAvgCriteria=FL2026.05 | 14.4 | 61.82 | 38.11 | |
| FedSRCriteria=FL2026.05 | 11.76 | 67.69 | 39.73 | |
| MixupCriteria=DA2026.05 | 9.29 | 69.23 | 39.26 | |
| CutMixCriteria=DA2026.05 | 4.64 | 71.54 | 38.09 |