Regression on ATTACH
1.8R^2TabDDPM
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDDPMTraining Sample Size (N)=252024.06 | 1.8 | |
| CTGANTraining Sample Size (N)=252024.06 | 1.06 | |
| TabDDPMTraining Sample Size (N)=1002024.06 | 0.99 | |
| TabDDPMTraining Sample Size (N)=502024.06 | 0.88 | |
| TabDDPMTraining Sample Size (N)=2002024.06 | 0.55 | |
| CTGANTraining Sample Size (N)=502024.06 | 0.53 | |
| CTGANTraining Sample Size (N)=1002024.06 | 0.4 | |
| TabPFNTraining Sample Size (N)=2002024.06 | 0.37 | |
| MALLM-GANTraining Sample Size (N)=2002024.06 | 0.37 | |
| TabPFNTraining Sample Size (N)=1002024.06 | 0.32 | |
| SMOTE*Training Sample Size (N)=2002024.06 | 0.31 | |
| MALLM-GANTraining Sample Size (N)=1002024.06 | 0.28 | |
| SMOTE*Training Sample Size (N)=1002024.06 | 0.27 | |
| Real dataTraining Sample Size (N)=2002024.06 | 0.27 | |
| CTGANTraining Sample Size (N)=2002024.06 | 0.27 | |
| Real dataTraining Sample Size (N)=1002024.06 | 0.26 | |
| Real dataTraining Sample Size (N)=252024.06 | 0.25 | |
| Be-GReaTTraining Sample Size (N)=1002024.06 | 0.25 | |
| TabPFNTraining Sample Size (N)=502024.06 | 0.22 | |
| SMOTE*Training Sample Size (N)=502024.06 | 0.2 | |
| MALLM-GANTraining Sample Size (N)=502024.06 | 0.18 | |
| MALLM-GANTraining Sample Size (N)=252024.06 | 0.17 | |
| Real dataTraining Sample Size (N)=502024.06 | 0.17 | |
| BeGReaTTraining Sample Size (N)=2002024.06 | 0.16 | |
| TVAETraining Sample Size (N)=2002024.06 | 0.08 | |
| SMOTE*Training Sample Size (N)=252024.06 | 0.06 | |
| TVAETraining Sample Size (N)=252024.06 | 0.01 | |
| TabPFNTraining Sample Size (N)=252024.06 | 0.01 | |
| TVAETraining Sample Size (N)=1002024.06 | 0.01 | |
| TVAETraining Sample Size (N)=502024.06 | 0 |