Classification on Adult (F1)
86F1Real data
Evaluation results
| Method | Links | |
|---|---|---|
| Real dataTraining Sample Size (N)=1002024.06 | 86 | |
| Real dataTraining Sample Size (N)=2002024.06 | 85 | |
| SMOTE*Training Sample Size (N)=252024.06 | 82 | |
| MALLM-GANTraining Sample Size (N)=252024.06 | 82 | |
| Real dataTraining Sample Size (N)=252024.06 | 80 | |
| MALLM-GANTraining Sample Size (N)=1002024.06 | 79 | |
| TabsynTraining Sample Size (N)=252024.06 | 78 | |
| SMOTE*Training Sample Size (N)=1002024.06 | 78 | |
| SMOTE*Training Sample Size (N)=2002024.06 | 78 | |
| Be-GReaTTraining Sample Size (N)=252024.06 | 76 | |
| TabPFNTraining Sample Size (N)=252024.06 | 76 | |
| Real dataTraining Sample Size (N)=502024.06 | 76 | |
| Be-GReaTTraining Sample Size (N)=1002024.06 | 76 | |
| MALLM-GANTraining Sample Size (N)=2002024.06 | 76 | |
| TabDDPMTraining Sample Size (N)=1002024.06 | 75 | |
| TabsynTraining Sample Size (N)=1002024.06 | 75 | |
| TVAETraining Sample Size (N)=252024.06 | 74 | |
| SMOTE*Training Sample Size (N)=502024.06 | 74 | |
| MALLM-GANTraining Sample Size (N)=502024.06 | 74 | |
| CTGANTraining Sample Size (N)=252024.06 | 72 | |
| TVAETraining Sample Size (N)=502024.06 | 72 | |
| TabsynTraining Sample Size (N)=2002024.06 | 72 | |
| Be-GReaTTraining Sample Size (N)=502024.06 | 71 | |
| CTGANTraining Sample Size (N)=502024.06 | 70 | |
| BeGReaTTraining Sample Size (N)=2002024.06 | 69 | |
| TabPFNTraining Sample Size (N)=502024.06 | 68 | |
| TabsynTraining Sample Size (N)=502024.06 | 67 | |
| TVAETraining Sample Size (N)=1002024.06 | 67 | |
| TVAETraining Sample Size (N)=2002024.06 | 67 | |
| CTGANTraining Sample Size (N)=1002024.06 | 66 | |
| TabDDPMTraining Sample Size (N)=252024.06 | 61 | |
| CTGANTraining Sample Size (N)=2002024.06 | 61 | |
| TabDDPMTraining Sample Size (N)=2002024.06 | 60 | |
| TabDDPMTraining Sample Size (N)=502024.06 | 59 |