Multi-label Classification on CheXpert Global (test)
78.02Dir (t=1)PERADA W/O KD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PERADA W/O KDPersonalization=Adapter2023.02 | 78.02 | 77.59 | |
| PERADAPersonalization=Adapter2023.02 | 78.02 | 77.88 | |
| FEDALTPersonalization=Adapter2023.02 | 74.79 | 74.67 | |
| FEDSIMPersonalization=Adapter2023.02 | 74.3 | 74.09 | |
| APFLPersonalization=Full2023.02 | 69.21 | 68.96 | |
| FEDBNPersonalization=BN2023.02 | 69.03 | 68.83 | |
| DITTOPersonalization=Full2023.02 | 68.72 | 75.55 | |
| FEDSIMPersonalization=Output2023.02 | 68.63 | 68.12 | |
| FEDALTPersonalization=Output2023.02 | 68.41 | 68.36 | |
| FEDALTPersonalization=Input2023.02 | 67.88 | 67.74 | |
| FEDSIMPersonalization=Input2023.02 | 67.82 | 67.54 | |
| FEDREPPersonalization=Output2023.02 | 66.49 | 66.52 | |
| LG-FEDAVGPersonalization=Feat. extractor2023.02 | 66.33 | 66.23 | |
| MTLPersonalization=Full2023.02 | 65.67 | 65.48 | |
| STANDALONEPersonalization=Full2023.02 | 65.32 | 65.45 | |
| PFEDMEPersonalization=Full2023.02 | 64.85 | 64.86 |