List your company
ResearchFormerly WizWand

Image Classification on CIFAR10 alpha=100

84.88AccuracyFedASAM + SWA
83.89284.148584.40584.6615Mar 22, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FedASAM + SWAClients participation (K)=52022.0384.88
FedSAMClients participation (K)=202022.0384.82
FedASAM + SWAClients participation (K)=102022.0384.8
FedASAM + SWAClients participation (K)=202022.0384.79
FedASAMClients participation (K)=52022.0384.77
FedASAMClients participation (K)=202022.0384.75
FedASAMClients participation (K)=102022.0384.72
FedSAMClients participation (K)=102022.0384.67
FedSAM + SWAClients participation (K)=202022.0384.63
FedAvgClients participation (K)=20, Local Epochs (E)=12022.0384.59
FedSAMClients participation (K)=52022.0384.58
FedAvgClients participation (K)=10, Local Epochs (E)=12022.0384.5
FedAvg + SWAClients participation (K)=202022.0384.47
FedAvgClients participation (K)=5, Local Epochs (E)=12022.0384.46
FedSAM + SWAClients participation (K)=102022.0384.37
FedAvg + SWAClients participation (K)=52022.0384.35
FedAvg + SWAClients participation (K)=102022.0384.32
FedSAM + SWAClients participation (K)=52022.0384.23
FedAvgClients participation (K)=20, Local Epochs (E)=22022.0384.21
FedAvgClients participation (K)=10, Local Epochs (E)=22022.0384.1
FedAvgClients participation (K)=5, Local Epochs (E)=22022.0383.93