List your company
ResearchFormerly WizWand

Classification Efficiency (Conformal Prediction) on CIFAR100 ResNet20 (test)

6.3501Efficiency Rate (gamma_n,m)TSCP
2.2440763.3100634.376055.442037Sep 4, 2025
Updated 5mo ago

Evaluation results

MethodLinks
TSCPTransductive size (n)=9, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.096.35012.169786
SCPTransductive size (n)=9, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.096.01683.421388
APSTransductive size (n)=9, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.094.30613.463196
APSTransductive size (n)=6, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.093.98172.729390
SCPTransductive size (n)=6, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.093.93182.873986
APSTransductive size (n)=3, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.093.56982.443694
SCPTransductive size (n)=3, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.093.48992.414492
TSCPTransductive size (n)=6, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.092.58562.265488
TSCPTransductive size (n)=3, Alpha=0.1, Noise level (1-epsilon)=1, Backbone=ResNet202025.092.4021.927190