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ResearchFormerly WizWand

Classification on ColorMNIST (OOD)

73.8AccuracyERM
-2.95216.97436.956.826Nov 24, 2025
Updated 7mo ago

Evaluation results

MethodLinks
ERMshortcut severity (ρ)=0.52025.1173.8
SITARshortcut severity (ρ)=0.92025.1171.5
SITARshortcut severity (ρ)=1.02025.1170.3
SITARshortcut severity (ρ)=0.72025.1170.2
SITARshortcut severity (ρ)=0.52025.1169.9
LfFshortcut severity (ρ)=0.92025.1169.6
ERMshortcut severity (ρ)=0.72025.1166.7
LfFshortcut severity (ρ)=0.72025.1164.3
JTTshortcut severity (ρ)=0.92025.1161.2
LfFshortcut severity (ρ)=0.52025.1158.5
JTTshortcut severity (ρ)=0.52025.1156.3
JTTshortcut severity (ρ)=0.72025.1153.6
ERMshortcut severity (ρ)=0.92025.1127.3
ERMshortcut severity (ρ)=1.02025.110
JTTshortcut severity (ρ)=1.02025.110
LfFshortcut severity (ρ)=1.02025.110