Tabular Data Synthesis on fourier
0Chi-squared ResultTVAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TVAEN_real=202024.09 | 0 | — | |
| CTGANN_real=202024.09 | 0.01 | — | |
| NFLOWN_real=202024.09 | 0.01 | — | |
| TabDDPMN_real=202024.09 | 0.01 | — | |
| TabDDPMN_real=502024.09 | 0.01 | — | |
| TabDDPMN_real=1002024.09 | 0.01 | — | |
| TabDDPMN_real=2002024.09 | 0.01 | — | |
| TabDDPMN_real=5002024.09 | 0.01 | — | |
| ARFN_real=202024.09 | 0.01 | — | |
| GOGGLEN_real=202024.09 | 0.01 | — | |
| GOGGLEN_real=5002024.09 | 0.01 | — | |
| TabPFGenN_real=202024.09 | 0.01 | — | |
| GOGGLEN_real=2002024.09 | 0.02 | — | |
| GOGGLEN_real=1002024.09 | 0.08 | — | |
| TabPFGenN_real=502024.09 | 0.1 | — | |
| TabEBMN_real=202024.09 | 0.1 | — | |
| TVAEN_real=5002024.09 | 0.15 | — | |
| CTGANN_real=502024.09 | 0.15 | — | |
| TabPFGenN_real=1002024.09 | 0.26 | — | |
| TVAEN_real=2002024.09 | 0.28 | — | |
| GOGGLEN_real=502024.09 | 0.29 | — | |
| NFLOWN_real=502024.09 | 0.31 | — | |
| CTGANN_real=1002024.09 | 0.32 | — | |
| TabEBMN_real=502024.09 | 0.33 | — | |
| CTGANN_real=2002024.09 | 0.38 | — | |
| ARFN_real=502024.09 | 0.39 | — | |
| SMOTEN_real=502024.09 | 0.42 | — | |
| TVAEN_real=1002024.09 | 0.44 | — | |
| TVAEN_real=502024.09 | 0.45 | — | |
| TabPFGenN_real=2002024.09 | 0.46 | — | |
| ARFN_real=1002024.09 | 0.48 | — | |
| TabEBMN_real=1002024.09 | 0.49 | — | |
| NFLOWN_real=1002024.09 | 0.52 | — | |
| CTGANN_real=5002024.09 | 0.55 | — | |
| SMOTEN_real=1002024.09 | 0.58 | — | |
| ARFN_real=2002024.09 | 0.6 | — | |
| TabEBMN_real=2002024.09 | 0.6 | — | |
| SMOTEN_real=2002024.09 | 0.67 | — | |
| NFLOWN_real=2002024.09 | 0.68 | — | |
| TabPFGenN_real=5002024.09 | 0.69 | — | |
| ARFN_real=5002024.09 | 0.71 | — | |
| NFLOWN_real=5002024.09 | 0.72 | — | |
| TabEBMN_real=5002024.09 | 0.74 | — | |
| SMOTEN_real=5002024.09 | 0.76 | — | |
| SMOTEN_real=502024.09 | 0.99 | — | |
| TabEBMN_real=502024.09 | 0.99 | — | |
| ARFN_real=202024.09 | 1 | — | |
| TabEBMN_real=202024.09 | 1 | — |