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ResearchFormerly WizWand

Conformal Prediction on mini-ImageNet (test)

3.82Average Prediction Set SizeLAC MS-CS
3.6264.93556.2457.5545Nov 24, 2025
Updated 4mo ago

Evaluation results

MethodLinks
LAC MS-CSScore Function=LAC, Method Variant=MS-CS, Backbone=RN50, alpha=0.052025.113.82
LAC ClusteredScore Function=LAC, Method Variant=Clustered, Backbone=RN50, alpha=0.052025.114.5
SAPS MS-CSScore Function=SAPS, Method Variant=MS-CS, Backbone=RN50, alpha=0.052025.114.7
LAC StandardScore Function=LAC, Method Variant=Standard, Backbone=RN50, alpha=0.052025.114.73
SAPS StandardScore Function=SAPS, Method Variant=Standard, Backbone=RN50, alpha=0.052025.115.93
RAPS MS-CSScore Function=RAPS, Method Variant=MS-CS, Backbone=RN50, alpha=0.052025.117.35
SAPS ClusteredScore Function=SAPS, Method Variant=Clustered, Backbone=RN50, alpha=0.052025.118.03
RAPS ClusteredScore Function=RAPS, Method Variant=Clustered, Backbone=RN50, alpha=0.052025.118.19
RAPS StandardScore Function=RAPS, Method Variant=Standard, Backbone=RN50, alpha=0.052025.118.67