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ResearchFormerly WizWand

Regression on ATTACH

1.8R^2TabDDPM
-0.0720.4140.91.386Jun 15, 2024
Updated 6mo ago

Evaluation results

MethodLinks
TabDDPMTraining Sample Size (N)=252024.061.8
CTGANTraining Sample Size (N)=252024.061.06
TabDDPMTraining Sample Size (N)=1002024.060.99
TabDDPMTraining Sample Size (N)=502024.060.88
TabDDPMTraining Sample Size (N)=2002024.060.55
CTGANTraining Sample Size (N)=502024.060.53
CTGANTraining Sample Size (N)=1002024.060.4
TabPFNTraining Sample Size (N)=2002024.060.37
MALLM-GANTraining Sample Size (N)=2002024.060.37
TabPFNTraining Sample Size (N)=1002024.060.32
SMOTE*Training Sample Size (N)=2002024.060.31
MALLM-GANTraining Sample Size (N)=1002024.060.28
SMOTE*Training Sample Size (N)=1002024.060.27
Real dataTraining Sample Size (N)=2002024.060.27
CTGANTraining Sample Size (N)=2002024.060.27
Real dataTraining Sample Size (N)=1002024.060.26
Real dataTraining Sample Size (N)=252024.060.25
Be-GReaTTraining Sample Size (N)=1002024.060.25
TabPFNTraining Sample Size (N)=502024.060.22
SMOTE*Training Sample Size (N)=502024.060.2
MALLM-GANTraining Sample Size (N)=502024.060.18
MALLM-GANTraining Sample Size (N)=252024.060.17
Real dataTraining Sample Size (N)=502024.060.17
BeGReaTTraining Sample Size (N)=2002024.060.16
TVAETraining Sample Size (N)=2002024.060.08
SMOTE*Training Sample Size (N)=252024.060.06
TVAETraining Sample Size (N)=252024.060.01
TabPFNTraining Sample Size (N)=252024.060.01
TVAETraining Sample Size (N)=1002024.060.01
TVAETraining Sample Size (N)=502024.060