Tabular Data Synthesis on biodeg
0.02Chi-Squared Test ResultTabDDPM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TabDDPMN_real=502024.09 | 0.02 | — | — | |
| TabDDPMN_real=1002024.09 | 0.02 | — | — | |
| GOGGLEN_real=2002024.09 | 0.02 | — | — | |
| GOGGLEN_real=5002024.09 | 0.02 | — | — | |
| TabDDPMN_real=202024.09 | 0.03 | — | — | |
| TabDDPMN_real=2002024.09 | 0.03 | — | — | |
| TabDDPMN_real=5002024.09 | 0.03 | — | — | |
| GOGGLEN_real=202024.09 | 0.03 | — | — | |
| CTGANN_real=202024.09 | 0.04 | — | — | |
| NFLOWN_real=202024.09 | 0.04 | — | — | |
| GOGGLEN_real=1002024.09 | 0.04 | — | — | |
| SMOTEN_real=202024.09 | 0.05 | — | — | |
| TVAEN_real=202024.09 | 0.05 | — | — | |
| ARFN_real=202024.09 | 0.05 | — | — | |
| GOGGLEN_real=502024.09 | 0.06 | — | — | |
| CTGANN_real=502024.09 | 0.07 | — | — | |
| TabPFGenN_real=1002024.09 | 0.07 | — | — | |
| NFLOWN_real=502024.09 | 0.08 | — | — | |
| ARFN_real=502024.09 | 0.08 | — | — | |
| TabPFGenN_real=502024.09 | 0.08 | — | — | |
| CTGANN_real=1002024.09 | 0.1 | — | — | |
| TabPFGenN_real=202024.09 | 0.1 | — | — | |
| TVAEN_real=502024.09 | 0.12 | — | — | |
| NFLOWN_real=1002024.09 | 0.12 | — | — | |
| ARFN_real=1002024.09 | 0.12 | — | — | |
| SMOTEN_real=502024.09 | 0.13 | — | — | |
| TVAEN_real=5002024.09 | 0.13 | — | — | |
| TabEBMN_real=202024.09 | 0.13 | — | — | |
| TVAEN_real=1002024.09 | 0.14 | — | — | |
| CTGANN_real=2002024.09 | 0.14 | — | — | |
| TabPFGenN_real=2002024.09 | 0.14 | — | — | |
| TabEBMN_real=502024.09 | 0.14 | — | — | |
| SMOTEN_real=1002024.09 | 0.15 | — | — | |
| TVAEN_real=2002024.09 | 0.15 | — | — | |
| SMOTEN_real=2002024.09 | 0.18 | — | — | |
| ARFN_real=2002024.09 | 0.18 | — | — | |
| TabEBMN_real=1002024.09 | 0.18 | — | — | |
| NFLOWN_real=2002024.09 | 0.19 | — | — | |
| CTGANN_real=5002024.09 | 0.21 | — | — | |
| TabPFGenN_real=5002024.09 | 0.23 | — | — | |
| SMOTEN_real=5002024.09 | 0.25 | — | — | |
| NFLOWN_real=5002024.09 | 0.28 | — | — | |
| ARFN_real=5002024.09 | 0.28 | — | — | |
| TabEBMN_real=2002024.09 | 0.28 | — | — | |
| TabEBMN_real=5002024.09 | 0.38 | — | — | |
| TabEBMN_real=5002024.09 | 0.44 | — | — | |
| TabEBMN_real=202024.09 | 0.71 | — | — | |
| ARFN_real=202024.09 | — | — | 0.44 | |
| ARFN_real=502024.09 | — | — | 0.57 | |
| ARFN_real=1002024.09 | — | — | 0.64 | |
| ARFN_real=2002024.09 | — | — | 0.68 | |
| ARFN_real=5002024.09 | — | — | 0.69 | |
| CTGANN_real=202024.09 | — | — | 0.41 | |
| CTGANN_real=502024.09 | — | — | 0.53 | |
| CTGANN_real=1002024.09 | — | — | 0.62 | |
| CTGANN_real=2002024.09 | — | — | 0.66 | |
| CTGANN_real=5002024.09 | — | — | 0.69 | |
| GOGGLEN_real=202024.09 | — | — | 0.36 | |
| GOGGLEN_real=502024.09 | — | — | 0.41 | |
| GOGGLEN_real=1002024.09 | — | — | 0.37 | |
| GOGGLEN_real=2002024.09 | — | — | 0.33 | |
| GOGGLEN_real=5002024.09 | — | — | 0.35 | |
| NFLOWN_real=202024.09 | — | — | 0.41 | |
| NFLOWN_real=502024.09 | — | — | 0.55 | |
| NFLOWN_real=1002024.09 | — | — | 0.63 | |
| NFLOWN_real=2002024.09 | — | — | 0.65 | |
| NFLOWN_real=5002024.09 | — | — | 0.72 | |
| SMOTEN_real=202024.09 | — | — | 0.43 | |
| SMOTEN_real=502024.09 | — | — | 0.6 | |
| SMOTEN_real=1002024.09 | — | — | 0.65 | |
| SMOTEN_real=2002024.09 | — | — | 0.71 | |
| SMOTEN_real=5002024.09 | — | — | 0.77 | |
| TabDDPMN_real=202024.09 | — | — | 0.33 | |
| TabDDPMN_real=502024.09 | — | — | 0.31 | |
| TabDDPMN_real=1002024.09 | — | — | 0.31 | |
| TabDDPMN_real=2002024.09 | — | — | 0.31 | |
| TabDDPMN_real=5002024.09 | — | — | 0.25 | |
| TabEBMN_real=202024.09 | — | — | 0.57 | |
| TabEBMN_real=502024.09 | — | — | 0.71 | |
| TabEBMN_real=1002024.09 | — | — | 0.77 | |
| TabEBMN_real=2002024.09 | — | — | 0.83 | |
| TabEBMN_real=5002024.09 | — | — | 0.88 | |
| TabPFGenN_real=202024.09 | — | — | 0.45 | |
| TabPFGenN_real=502024.09 | — | — | 0.6 | |
| TabPFGenN_real=1002024.09 | — | — | 0.65 | |
| TabPFGenN_real=2002024.09 | — | — | 0.73 | |
| TabPFGenN_real=5002024.09 | — | — | 0.76 | |
| TVAEN_real=202024.09 | — | — | 0.44 | |
| TVAEN_real=502024.09 | — | — | 0.59 | |
| TVAEN_real=1002024.09 | — | — | 0.65 | |
| TVAEN_real=2002024.09 | — | — | 0.66 | |
| TVAEN_real=5002024.09 | — | — | 0.64 |