List your company
ResearchFormerly WizWand

Federated Image Classification on CIFAR-100 and CIFAR-100-C (brightness, test)

0.7788Accuracy (In-Distribution)FedRoD+FOOGD
0.4228080.5152290.607650.700071Oct 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FedRoD+FOOGDalpha=0.12024.100.77880.757
FedTHEalpha=0.12024.100.73830.6909
FedRoDalpha=0.12024.100.73130.6926
FOSTERalpha=0.12024.100.72540.675
FedICONalpha=0.12024.100.72220.6779
FedRoD+FOOGDalpha=0.52024.100.7030.6823
FedRoDalpha=0.52024.100.66880.6128
FedTHEalpha=0.52024.100.66220.6119
FedICONalpha=0.52024.100.65860.6183
FedAvg+FOOGDalpha=52024.100.64960.6418
FedRoD+FOOGDalpha=52024.100.64940.6256
FedATOLalpha=52024.100.64160.6361
FOSTERalpha=0.52024.100.62450.5762
FedICONalpha=52024.100.62110.5762
FedAvg+FOOGDalpha=0.52024.100.61820.5991
FedIIRalpha=52024.100.6170.5765
FedT3Aalpha=52024.100.61640.5551
FedAvgalpha=52024.100.6140.5672
FedRoDalpha=52024.100.61340.558
FedTHEalpha=52024.100.61030.5703
FedLNalpha=52024.100.610.5633
FedATOLalpha=0.52024.100.60620.5663
FedLNalpha=0.52024.100.59390.5386
FedT3Aalpha=0.52024.100.59070.5542
FedIIRalpha=0.52024.100.58660.5572
FedAvgalpha=0.52024.100.58280.5462
FedAvg+FOOGDalpha=0.12024.100.53840.5169
FOSTERalpha=52024.100.5380.4928
FedLNalpha=0.12024.100.52480.4815
FedAvgalpha=0.12024.100.51670.4754
FedT3Aalpha=0.12024.100.51670.515
FedIIRalpha=0.12024.100.51630.4788
FedATOLalpha=0.12024.100.43650.4108