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ResearchFormerly WizWand

Classification on ColorMNIST (ID)

100AccuracyERM
53.51265.58177.6589.719Nov 24, 2025
Updated 7mo ago

Evaluation results

MethodLinks
ERMshortcut severity (ρ)=1.02025.11100
JTTshortcut severity (ρ)=1.02025.11100
LfFshortcut severity (ρ)=1.02025.11100
ERMshortcut severity (ρ)=0.92025.1183.2
JTTshortcut severity (ρ)=0.92025.1174.7
ERMshortcut severity (ρ)=0.52025.1174.4
ERMshortcut severity (ρ)=0.72025.1173.8
SITARshortcut severity (ρ)=0.92025.1172.1
SITARshortcut severity (ρ)=1.02025.1170.8
SITARshortcut severity (ρ)=0.72025.1169.7
LfFshortcut severity (ρ)=0.92025.1169.1
SITARshortcut severity (ρ)=0.52025.1168.8
LfFshortcut severity (ρ)=0.72025.1168.5
JTTshortcut severity (ρ)=0.72025.1163.2
LfFshortcut severity (ρ)=0.52025.1159.8
JTTshortcut severity (ρ)=0.52025.1155.3