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ResearchFormerly WizWand

Transductive Conformal Prediction on FashionMNIST

3.1409Efficiency RateSCP
0.6931561.3286281.96412.599572Sep 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.093.14092.400896
APSTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.093.00222.586388
SCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.092.76441.691282
APSTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.092.64911.959390
SCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.091.40420.333388
APSTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.091.37420.77492
TSCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.091.11340.880992
TSCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.091.06480.880990
TSCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.090.78730.333390