| model,channel,low_dynamic_mean,high_dynamic_mean,absolute_drop,relative_drop,rank_by_robustness | |
| tvae,continuous,0.706274,0.851204,-0.14493,-0.205204,1 | |
| ctgan,continuous,0.691443,0.788743,-0.0973,-0.14072,2 | |
| realtabformer,continuous,0.805181,0.872706,-0.067524,-0.083862,3 | |
| tabpfgen,continuous,0.974161,0.992294,-0.018134,-0.018615,4 | |
| tabddpm,continuous,0.988014,0.998712,-0.010698,-0.010828,5 | |
| tabbyflow,continuous,0.983085,0.986991,-0.003906,-0.003974,6 | |
| tabsyn,continuous,0.982377,0.983143,-0.000766,-0.00078,7 | |
| goggle,continuous,0.0,0.0,0.0,,8 | |
| cdtd,continuous,0.002229,0.0,0.002229,1.0,9 | |
| bayesnet,continuous,0.995238,0.991489,0.00375,0.003768,10 | |
| tabdiff,continuous,0.998714,0.99496,0.003755,0.003759,11 | |
| forestdiffusion,continuous,0.972659,0.919692,0.052967,0.054456,12 | |
| arf,continuous,0.714959,0.624394,0.090565,0.126672,13 | |
| codi,continuous,0.998469,,,,14 | |
| codi,discrete,0.0,0.0,0.0,,1 | |
| goggle,discrete,0.0,0.0,0.0,,2 | |
| tabddpm,discrete,0.003088,0.0,0.003088,1.0,3 | |
| arf,discrete,0.807278,0.768018,0.039259,0.048631,4 | |
| cdtd,discrete,0.067247,0.000135,0.067112,0.997997,5 | |
| tabpfgen,discrete,0.882901,0.787922,0.094979,0.107576,6 | |
| tabdiff,discrete,0.106183,0.0,0.106183,1.0,7 | |
| ctgan,discrete,0.894462,0.624579,0.269884,0.301727,8 | |
| tabsyn,discrete,0.322586,0.0,0.322586,1.0,9 | |
| tvae,discrete,0.640772,0.313323,0.327449,0.511022,10 | |
| tabbyflow,discrete,0.34721,0.0,0.34721,1.0,11 | |
| realtabformer,discrete,0.934369,0.40889,0.52548,0.56239,12 | |
| bayesnet,discrete,0.894648,0.294598,0.600051,0.670711,13 | |
| forestdiffusion,discrete,0.00045,,,,14 | |