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Conformal Prediction on ImageNet (test)

1.8Average Prediction Set SizeLAC MS-CS
1.4723.6865.98.114Nov 24, 2025

Evaluation results

MethodLinks
LAC MS-CSScore Function=LAC, Method Variant=MS-CS, Backbone=ViT, alpha=0.052025.111.8
LAC StandardScore Function=LAC, Method Variant=Standard, Backbone=ViT, alpha=0.052025.111.88
SAPS MS-CSScore Function=SAPS, Method Variant=MS-CS, Backbone=ViT, alpha=0.052025.112.08
SAPS StandardScore Function=SAPS, Method Variant=Standard, Backbone=ViT, alpha=0.052025.112.13
RAPS MS-CSScore Function=RAPS, Method Variant=MS-CS, Backbone=ViT, alpha=0.052025.112.55
LAC ClusteredScore Function=LAC, Method Variant=Clustered, Backbone=ViT, alpha=0.052025.112.73
RAPS StandardScore Function=RAPS, Method Variant=Standard, Backbone=ViT, alpha=0.052025.113.27
RAPS ClusteredScore Function=RAPS, Method Variant=Clustered, Backbone=ViT, alpha=0.052025.114.25
SAPS ClusteredScore Function=SAPS, Method Variant=Clustered, Backbone=ViT, alpha=0.052025.1110