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ResearchFormerly WizWand

Regression on HEALTH (test)

0.45MAESON-GOKU + PCGrad
0.44560.47530.5050.5347Sep 21, 2025
Updated 4mo ago

Evaluation results

MethodLinks
SON-GOKU + PCGrad2025.090.45
FairGrad2025.090.47
Nash-MTL2025.090.47
PCGrad2025.090.48
SON-GOKU + AdaTask2025.090.48
FAMO2025.090.49
SON-GOKU + GradNorm2025.090.49
SON-GOKUvariant=Quantile2025.090.5
SON-GOKUvariant=Quantile, Density-Matched=true2025.090.5
SON-GOKU2025.090.5
Static One-Shot2025.090.51
SON-GOKUvariant=Threshold, Density-Matched=true2025.090.51
GradNorm2025.090.52
CAGrad2025.090.52
AdaTask2025.090.52
SON-GOKUvariant=kNN-Symm., Density-Matched=true2025.090.52
MGDA2025.090.53
SON-GOKUvariant=kNN-Symm.2025.090.53
Uniform2025.090.54
SON-GOKUvariant=Signed-only, Density-Matched=true2025.090.54
Single-Step2025.090.55
SON-GOKUvariant=Signed-only2025.090.56