Tabular Data Synthesis (Inverse KL) on fourier
0.07Inverse KLTabDDPM
Evaluation Results
| Method | Links | |
|---|---|---|
| TabDDPMN_real=502024.09 | 0.07 | |
| TabDDPMN_real=1002024.09 | 0.08 | |
| GOGGLEN_real=2002024.09 | 0.08 | |
| TabDDPMN_real=2002024.09 | 0.09 | |
| GOGGLEN_real=5002024.09 | 0.09 | |
| TabDDPMN_real=5002024.09 | 0.1 | |
| TVAEN_real=202024.09 | 0.14 | |
| CTGANN_real=202024.09 | 0.18 | |
| NFLOWN_real=202024.09 | 0.2 | |
| GOGGLEN_real=1002024.09 | 0.2 | |
| TabDDPMN_real=202024.09 | 0.21 | |
| ARFN_real=202024.09 | 0.21 | |
| GOGGLEN_real=202024.09 | 0.22 | |
| TabPFGenN_real=202024.09 | 0.24 | |
| TabEBMN_real=202024.09 | 0.48 | |
| GOGGLEN_real=502024.09 | 0.48 | |
| TVAEN_real=5002024.09 | 0.5 | |
| TVAEN_real=2002024.09 | 0.58 | |
| CTGANN_real=502024.09 | 0.62 | |
| TabPFGenN_real=502024.09 | 0.66 | |
| TVAEN_real=1002024.09 | 0.72 | |
| CTGANN_real=1002024.09 | 0.76 | |
| NFLOWN_real=502024.09 | 0.77 | |
| TVAEN_real=502024.09 | 0.78 | |
| TabEBMN_real=502024.09 | 0.79 | |
| CTGANN_real=2002024.09 | 0.79 | |
| TabPFGenN_real=1002024.09 | 0.81 | |
| SMOTEN_real=502024.09 | 0.84 | |
| ARFN_real=502024.09 | 0.85 | |
| NFLOWN_real=1002024.09 | 0.88 | |
| TabEBMN_real=1002024.09 | 0.88 | |
| CTGANN_real=5002024.09 | 0.88 | |
| ARFN_real=1002024.09 | 0.9 | |
| TabPFGenN_real=2002024.09 | 0.9 | |
| SMOTEN_real=1002024.09 | 0.91 | |
| NFLOWN_real=2002024.09 | 0.93 | |
| ARFN_real=2002024.09 | 0.93 | |
| TabEBMN_real=2002024.09 | 0.93 | |
| NFLOWN_real=5002024.09 | 0.93 | |
| SMOTEN_real=2002024.09 | 0.94 | |
| ARFN_real=5002024.09 | 0.95 | |
| TabPFGenN_real=5002024.09 | 0.95 | |
| SMOTEN_real=5002024.09 | 0.96 | |
| TabEBMN_real=5002024.09 | 0.96 |