Image Classification on SVHN globalized symmetric label noise (test)
62.7AccuracyFedRG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedRGNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 62.7 | 74.55 | 58.83 | |
| SymmetricCENoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 57.82 | 50.69 | 55.28 | |
| FedLSRNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 55.21 | 11.07 | 53.07 | |
| FedCleanNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 54.28 | 40.77 | 52.69 | |
| FedELCNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 54.24 | 42.72 | 53.79 | |
| FedCorrNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 49.53 | 42.33 | 48.6 | |
| FedProxNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 46.89 | 53.47 | 46.41 | |
| FedExpNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 46.23 | 41.34 | 45.2 | |
| CCVRNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 45.84 | 41.2 | 45.64 | |
| MOONNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 45.15 | 44.79 | 43.51 | |
| FedInitNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 44.75 | 40.42 | 43.86 | |
| FedAvgNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 43.52 | 42.79 | 42.29 | |
| FedDiscoNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 43.11 | 41.89 | 43.37 | |
| FedNoRoNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 37.07 | 39.59 | 34.7 | |
| FedSAMNoise setting=Globalized, Noise level (epsilon)=0.4, Concentration (alpha)=0.12026.03 | 31.09 | 71.31 | 25.59 |