Tabular Data Synthesis on texture (Inverse KL)
0.1Inverse KLGOGGLE
Evaluation Results
| Method | Links | |
|---|---|---|
| GOGGLEN_real=2002024.09 | 0.1 | |
| TabDDPMN_real=502024.09 | 0.11 | |
| GOGGLEN_real=5002024.09 | 0.12 | |
| TabDDPMN_real=1002024.09 | 0.13 | |
| TabDDPMN_real=2002024.09 | 0.14 | |
| TabDDPMN_real=5002024.09 | 0.15 | |
| GOGGLEN_real=1002024.09 | 0.23 | |
| GOGGLEN_real=502024.09 | 0.48 | |
| TVAEN_real=2002024.09 | 0.58 | |
| TVAEN_real=5002024.09 | 0.64 | |
| TVAEN_real=1002024.09 | 0.69 | |
| CTGANN_real=502024.09 | 0.7 | |
| CTGANN_real=1002024.09 | 0.79 | |
| CTGANN_real=2002024.09 | 0.79 | |
| TVAEN_real=502024.09 | 0.8 | |
| NFLOWN_real=502024.09 | 0.8 | |
| SMOTEN_real=502024.09 | 0.82 | |
| CTGANN_real=5002024.09 | 0.85 | |
| TabEBMN_real=502024.09 | 0.87 | |
| SMOTEN_real=1002024.09 | 0.89 | |
| NFLOWN_real=1002024.09 | 0.89 | |
| ARFN_real=502024.09 | 0.92 | |
| TabEBMN_real=1002024.09 | 0.92 | |
| NFLOWN_real=2002024.09 | 0.92 | |
| ARFN_real=1002024.09 | 0.93 | |
| SMOTEN_real=2002024.09 | 0.93 | |
| NFLOWN_real=5002024.09 | 0.93 | |
| ARFN_real=2002024.09 | 0.95 | |
| TabEBMN_real=2002024.09 | 0.95 | |
| SMOTEN_real=5002024.09 | 0.96 | |
| ARFN_real=5002024.09 | 0.96 | |
| TabEBMN_real=5002024.09 | 0.97 |