Synthetic Data Generation on Simulated dataset linear formula 4.3
11M1 Metric ValueCTGAN
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CTGAN2025.09 | 11 | 11 | 1 | 7 | 10 | 10 | 9 | 9 | 7 | 10 | 10 | 10 | 8 | 9 | 4 | |
| CTGAN WITH AE MICE2025.09 | 10 | 9 | 6 | 7 | 9 | 9 | 6 | 8 | 3 | 7 | 3 | 6 | 7 | 8 | 9 | |
| COTE MC WGAN GP2025.09 | 9 | 10 | 1 | 9 | 8 | 8 | 11 | 11 | 6 | 5 | 9 | 9 | 11 | 11 | 11 | |
| CTGAN WITH AE2025.09 | 8 | 6 | 6 | 9 | 11 | 11 | 7 | 10 | 8 | 11 | 3 | 6 | 9 | 10 | 7 | |
| MICE VV2025.09 | 7 | 8 | 6 | 2 | 5 | 7 | 5 | 2 | 10 | 8 | 7 | 5 | 5 | 2 | 2 | |
| VAE JAMOTTON2025.09 | 6 | 7 | 9 | 5 | 6 | 5 | 10 | 4 | 11 | 9 | 8 | 8 | 10 | 4 | 10 | |
| CTGAN MICE2025.09 | 5 | 4 | 11 | 9 | 7 | 6 | 8 | 7 | 2 | 4 | 10 | 10 | 6 | 7 | 7 | |
| MICE TABULATOR2025.09 | 4 | 5 | 10 | 3 | 4 | 4 | 4 | 6 | 9 | 6 | 2 | 2 | 2 | 5 | 4 | |
| MICE FULL SYN2025.09 | 3 | 3 | 1 | 4 | 3 | 3 | 3 | 5 | 5 | 3 | 6 | 4 | 4 | 6 | 4 | |
| MICE PART SYN2025.09 | 2 | 2 | 1 | 5 | 2 | 2 | 2 | 3 | 4 | 2 | 5 | 3 | 3 | 3 | 2 | |
| training2025.09 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |