Image Classification on SVHN globalized pairflip label noise setting (test)
80.62AccuracyFedRG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedRGNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 80.62 | 42.88 | 68.83 | |
| FedSAMNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 75.25 | 15.41 | 65.69 | |
| SymmetricCENoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 52.28 | 50.56 | 45.71 | |
| FedProxNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 51.86 | 43.44 | 48.73 | |
| FedELCNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 48.69 | 50.7 | 43.06 | |
| MOONNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 46.1 | 42.55 | 41.11 | |
| FedAvgNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 45.73 | 41.04 | 38.08 | |
| FedCleanNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 44.66 | 47.77 | 42.16 | |
| CCVRNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 44.1 | 42.85 | 35.95 | |
| FedCorrNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 43.98 | 45.22 | 39.84 | |
| FedDiscoNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 43.94 | 40.42 | 36.91 | |
| FedExpNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 43.78 | 43.55 | 66.69 | |
| FedInitNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 43.7 | 42 | 37.05 | |
| FedNoRoNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 39.29 | 34.19 | 37.27 |