Tabular Data Synthesis Fidelity on collins
0.63KS Test StatisticGOGGLE
Evaluation Results
| Method | Links | |
|---|---|---|
| GOGGLEN_real=2002024.09 | 0.63 | |
| GOGGLENreal=2002024.09 | 0.63 | |
| GOGGLEN_real=1002024.09 | 0.65 | |
| GOGGLENreal=1002024.09 | 0.65 | |
| TabDDPMN_real=2002024.09 | 0.8 | |
| TabDDPMNreal=2002024.09 | 0.8 | |
| TabDDPMN_real=1002024.09 | 0.81 | |
| TVAEN_real=2002024.09 | 0.82 | |
| TabDDPMNreal=1002024.09 | 0.82 | |
| TVAEN_real=1002024.09 | 0.83 | |
| TVAENreal=2002024.09 | 0.83 | |
| TVAENreal=1002024.09 | 0.85 | |
| CTGANN_real=1002024.09 | 0.88 | |
| CTGANNreal=1002024.09 | 0.89 | |
| NFLOWN_real=1002024.09 | 0.9 | |
| ARFN_real=1002024.09 | 0.9 | |
| CTGANN_real=2002024.09 | 0.9 | |
| NFLOWNreal=1002024.09 | 0.9 | |
| ARFNreal=1002024.09 | 0.9 | |
| SMOTEN_real=2002024.09 | 0.91 | |
| NFLOWN_real=2002024.09 | 0.91 | |
| ARFN_real=2002024.09 | 0.91 | |
| CTGANNreal=2002024.09 | 0.91 | |
| TabEBMN_real=1002024.09 | 0.92 | |
| NFLOWNreal=2002024.09 | 0.92 | |
| ARFNreal=2002024.09 | 0.92 | |
| TabEBMN_real=2002024.09 | 0.93 | |
| TabEBMNreal=1002024.09 | 0.93 | |
| SMOTENreal=2002024.09 | 0.93 | |
| TabEBMNreal=2002024.09 | 0.94 |