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ResearchFormerly WizWand

Transductive Conformal Prediction on CIFAR100

6.6081Efficiency RateTSCP
3.289984.1514155.012855.874285Sep 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
TSCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.096.60816.643988
SCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.096.53916.643992
APSTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.096.29435.395798
SCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.096.26044.878192
APSTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.096.00934.846194
TSCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.095.86992.857392
APSTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.094.92373.608290
SCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.094.89983.647596
TSCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.093.41762.817188