List your company
ResearchFormerly WizWand

Image Classification on CINIC-10 iid (test)

50.51Test AccuracyRMEMSAFE+ASR
8.07819.09430.1141.126Dec 29, 2025Jan 20, 2026Feb 12, 2026Mar 6, 2026Mar 29, 2026Apr 20, 2026May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RMEMSAFE+ASRAdaptation Protocol=Reset-based2026.0550.51
ROID + ASRAdaptation Protocol=Reset-based2026.0549.63
ROIDAdaptation Protocol=Reset-free2026.0548.71
RMEMSAFE, no ASRAdaptation Protocol=Reset-based2026.0548.46
ROID + RDumbAdaptation Protocol=Reset-based2026.0548.14
EATA + ASRAdaptation Protocol=Reset-based2026.0547.4
ETA + ASRAdaptation Protocol=Reset-based2026.0547.38
FedAvgModel=ResNet202025.1240.8
FedOLFModel=ResNet20, TOA setting=no TOA2025.1240.66
FedAvgModel=ResNet442025.1239.88
FedOLFModel=ResNet44, TOA setting=no TOA2025.1237.33
SLTModel=ResNet442025.1236.2
FedOLFModel=ResNet20, TOA setting=s = 0.752025.1233.96
DepthFLModel=ResNet442025.1233.44
FedOLFModel=ResNet20, TOA setting=s = 0.52025.1233.42
NeFLModel=ResNet202025.1232.97
CoCoFLModel=ResNet202025.1231.81
NeFLModel=ResNet442025.1231.68
CoCoFLModel=ResNet442025.1231.68
FedOLFModel=ResNet44, TOA setting=s = 0.752025.1231.51
ScaleFLModel=ResNet442025.1230.23
FedOLFModel=ResNet44, TOA setting=s = 0.52025.1228.42
FjORDModel=ResNet202025.1222.22
SLTModel=ResNet202025.1221.63
SourceAdaptation Protocol=None2026.0518.15
AdaptiveFLModel=ResNet442025.1215.44
AdaptiveFLModel=ResNet202025.1214.25
HeteroFLModel=ResNet202025.1213.46
HeteroFLModel=ResNet442025.1212
FjORDModel=ResNet442025.1211.26
FeddropModel=ResNet442025.1210.81
DepthFLModel=ResNet202025.1210.31
ScaleFLModel=ResNet202025.1210.18
FeddropModel=ResNet202025.129.71