Tabular Data Synthesis on stock
0.1Chi-squared ResultTabDDPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabDDPMN_real=202024.09 | 0.1 | — | |
| TabDDPMN_real=502024.09 | 0.1 | — | |
| GOGGLEN_real=2002024.09 | 0.1 | — | |
| TabPFGenN_real=202024.09 | 0.11 | — | |
| TabDDPMN_real=1002024.09 | 0.12 | — | |
| GOGGLEN_real=1002024.09 | 0.13 | — | |
| TabDDPMN_real=2002024.09 | 0.15 | — | |
| CTGANN_real=202024.09 | 0.22 | — | |
| NFLOWN_real=202024.09 | 0.25 | — | |
| SMOTEN_real=202024.09 | 0.31 | — | |
| GOGGLEN_real=502024.09 | 0.31 | — | |
| ARFN_real=202024.09 | 0.33 | — | |
| TVAEN_real=202024.09 | 0.38 | — | |
| TVAEN_real=1002024.09 | 0.4 | — | |
| TabPFGenN_real=502024.09 | 0.41 | — | |
| TabEBMN_real=202024.09 | 0.41 | — | |
| GOGGLEN_real=202024.09 | 0.42 | — | |
| CTGANN_real=502024.09 | 0.44 | — | |
| TVAEN_real=2002024.09 | 0.45 | — | |
| CTGANN_real=1002024.09 | 0.53 | — | |
| NFLOWN_real=502024.09 | 0.54 | — | |
| TVAEN_real=502024.09 | 0.56 | — | |
| SMOTEN_real=502024.09 | 0.6 | — | |
| CTGANN_real=2002024.09 | 0.6 | — | |
| TabPFGenN_real=1002024.09 | 0.65 | — | |
| NFLOWN_real=1002024.09 | 0.68 | — | |
| SMOTEN_real=1002024.09 | 0.71 | — | |
| ARFN_real=502024.09 | 0.73 | — | |
| TabEBMN_real=502024.09 | 0.76 | — | |
| TabEBMN_real=1002024.09 | 0.84 | — | |
| ARFN_real=1002024.09 | 0.85 | — | |
| SMOTEN_real=2002024.09 | 0.86 | — | |
| NFLOWN_real=2002024.09 | 0.91 | — | |
| ARFN_real=2002024.09 | 0.92 | — | |
| TabPFGenN_real=2002024.09 | 0.92 | — | |
| TabEBMN_real=2002024.09 | 0.97 | — | |
| TabEBMN_real=202024.09 | 1 | — |