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Conformal Prediction on F-MNIST

1.7Average Prediction Set Size

Simple Fano bound

Updated 4d ago

Evaluation Results

Method	Links
Simple Fano bound 2024.05		1.7
ConfTr 2024.05		1.73
DPI bound 2024.05		1.73
ConfTrclass 2024.05		1.79
ConfTrclass 2024.05		1.79
ConfTr_class 2024.05		1.79
Fano 2024.05		1.8
Model-based Fano bound 2024.05		1.8
ConfTr 2024.05		1.84
Fano 2024.05		1.87
Simple Fano bound 2024.05		1.87
ConfTr 2024.05		1.89
ConfTr 2024.05		1.89
DPI 2024.05		1.95
MB Fano 2024.05		2.07
DPI 2024.05		2.08
DPI bound 2024.05		2.08
MB Fano 2024.05		2.25
Model-based Fano bound 2024.05		2.25
CE 2024.05		2.39
CE 2024.05		2.4
CE 2024.05		2.41
CE 2024.05		2.41
ConfTr_class 2024.05		5.11