Tabular Data Synthesis on stock (Inverse KL)
0.15Inverse KL DivergenceGOGGLE
Evaluation Results
| Method | Links | |
|---|---|---|
| GOGGLEN_real=2002024.09 | 0.15 | |
| GOGGLEN_real=1002024.09 | 0.18 | |
| TabDDPMN_real=502024.09 | 0.24 | |
| TabDDPMN_real=202024.09 | 0.25 | |
| GOGGLEN_real=502024.09 | 0.33 | |
| TabPFGenN_real=202024.09 | 0.35 | |
| GOGGLEN_real=202024.09 | 0.4 | |
| CTGANN_real=202024.09 | 0.41 | |
| TabDDPMN_real=1002024.09 | 0.44 | |
| NFLOWN_real=202024.09 | 0.47 | |
| SMOTEN_real=202024.09 | 0.5 | |
| TVAEN_real=202024.09 | 0.5 | |
| ARFN_real=202024.09 | 0.54 | |
| TVAEN_real=2002024.09 | 0.59 | |
| TVAEN_real=1002024.09 | 0.61 | |
| TabEBMN_real=202024.09 | 0.65 | |
| TabDDPMN_real=2002024.09 | 0.67 | |
| TVAEN_real=502024.09 | 0.68 | |
| CTGANN_real=502024.09 | 0.68 | |
| TabPFGenN_real=502024.09 | 0.69 | |
| CTGANN_real=1002024.09 | 0.73 | |
| CTGANN_real=2002024.09 | 0.75 | |
| NFLOWN_real=502024.09 | 0.76 | |
| SMOTEN_real=502024.09 | 0.8 | |
| TabPFGenN_real=1002024.09 | 0.84 | |
| TabEBMN_real=502024.09 | 0.85 | |
| NFLOWN_real=1002024.09 | 0.85 | |
| ARFN_real=502024.09 | 0.86 | |
| SMOTEN_real=1002024.09 | 0.86 | |
| ARFN_real=1002024.09 | 0.9 | |
| NFLOWN_real=2002024.09 | 0.9 | |
| TabEBMN_real=1002024.09 | 0.91 | |
| SMOTEN_real=2002024.09 | 0.92 | |
| ARFN_real=2002024.09 | 0.94 | |
| TabPFGenN_real=2002024.09 | 0.94 | |
| TabEBMN_real=2002024.09 | 0.96 |