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ResearchFormerly WizWand

Federated Out-of-Distribution Detection on CIFAR-10

29.65FPR@95FedSDWC
28.588435.754242.9250.0858Nov 12, 2025
Updated 7mo ago

Evaluation results

MethodLinks
FedSDWCalpha=52025.1129.6591.32
FedSDWCalpha=0.52025.1130.7290.85
FedLNalpha=52025.1133.3390.87
FedIIRalpha=52025.1134.6987.66
FedTHEalpha=52025.1135.3586.79
FedICONalpha=52025.1135.6386.45
FOSTERalpha=52025.1136.4286.19
FedAvgalpha=52025.1138.2485.37
FedT3Aalpha=52025.1138.2485.37
FedLNalpha=0.52025.1139.2689.64
FedTHEalpha=0.52025.1140.2885.3
FedIIRalpha=0.52025.1140.9184.94
FOSTERalpha=0.52025.1142.0383.91
FedAvgalpha=0.52025.1143.784.18
FedT3Aalpha=0.52025.1143.784.18
FedICONalpha=0.52025.1156.1979.88