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model,channel,dynamic_bucket,n_units,mean_score,std_score,se_score,ci95_low,ci95_high
arf,continuous,Q1,384,0.607721,0.30978,0.015808,0.576737,0.638705
bayesnet,continuous,Q1,384,0.816146,0.382666,0.019528,0.777871,0.85442
ctgan,continuous,Q1,384,0.576933,0.303302,0.015478,0.546597,0.60727
forestdiffusion,continuous,Q1,384,0.785516,0.382831,0.019536,0.747225,0.823807
realtabformer,continuous,Q1,384,0.66589,0.355011,0.018117,0.630381,0.701398
tabbyflow,continuous,Q1,364,0.528401,0.278515,0.014598,0.499789,0.557013
tabddpm,continuous,Q1,159,0.55457,0.495512,0.039297,0.477549,0.631592
tabdiff,continuous,Q1,381,0.803441,0.387078,0.019831,0.764573,0.842309
tabpfgen,continuous,Q1,384,0.783773,0.375007,0.019137,0.746264,0.821281
tabsyn,continuous,Q1,280,0.849961,0.279966,0.016731,0.817168,0.882754
tvae,continuous,Q1,384,0.571974,0.32653,0.016663,0.539314,0.604634
arf,continuous,Q2,446,0.51616,0.2978,0.014101,0.488521,0.543798
bayesnet,continuous,Q2,367,0.891047,0.304093,0.015874,0.859935,0.922159
ctgan,continuous,Q2,367,0.623322,0.264226,0.013792,0.596289,0.650356
forestdiffusion,continuous,Q2,367,0.795538,0.310518,0.016209,0.763769,0.827308
realtabformer,continuous,Q2,362,0.71064,0.298171,0.015672,0.679924,0.741356
tabbyflow,continuous,Q2,335,0.635334,0.235593,0.012872,0.610106,0.660563
tabddpm,continuous,Q2,206,0.743933,0.399372,0.027826,0.689395,0.798471
tabdiff,continuous,Q2,360,0.857302,0.31213,0.016451,0.825059,0.889545
tabpfgen,continuous,Q2,365,0.83982,0.305483,0.01599,0.808481,0.87116
tabsyn,continuous,Q2,330,0.804294,0.30704,0.016902,0.771166,0.837422
tvae,continuous,Q2,367,0.621803,0.25607,0.013367,0.595604,0.648002
arf,continuous,Q3,651,0.069107,0.131507,0.005154,0.059005,0.079209
bayesnet,continuous,Q3,730,0.999888,0.001801,6.7e-05,0.999757,1.000018
ctgan,continuous,Q3,730,0.870921,0.045228,0.001674,0.86764,0.874202
forestdiffusion,continuous,Q3,730,0.986197,0.066368,0.002456,0.981382,0.991011
realtabformer,continuous,Q3,730,0.926889,0.046394,0.001717,0.923524,0.930255
tabbyflow,continuous,Q3,300,0.900021,0.188597,0.010889,0.878679,0.921363
tabbyflow,continuous,Q4,430,0.954411,0.123015,0.005932,0.942784,0.966038
tabddpm,continuous,Q4,730,0.991096,0.066172,0.002449,0.986296,0.995896
tabdiff,continuous,Q4,730,0.996329,0.030069,0.001113,0.994147,0.99851
tabpfgen,continuous,Q4,730,0.996317,0.002931,0.000108,0.996104,0.99653
tabsyn,continuous,Q4,730,0.99581,0.033183,0.001228,0.993403,0.998217
tvae,continuous,Q4,522,0.931658,0.057317,0.002509,0.926741,0.936575
arf,continuous,Q5,362,0.606336,0.217904,0.011453,0.583888,0.628783
bayesnet,continuous,Q5,362,0.954101,0.167913,0.008825,0.936804,0.971399
ctgan,continuous,Q5,362,0.610696,0.195566,0.010279,0.59055,0.630842
forestdiffusion,continuous,Q5,362,0.810601,0.22238,0.011688,0.787693,0.83351
realtabformer,continuous,Q5,362,0.913743,0.191024,0.01004,0.894065,0.933422
tabbyflow,continuous,Q5,357,0.804965,0.232801,0.012321,0.780816,0.829115
tabddpm,continuous,Q5,95,0.91553,0.269756,0.027676,0.861285,0.969776
tabdiff,continuous,Q5,357,0.897391,0.21503,0.011381,0.875085,0.919697
tabpfgen,continuous,Q5,358,0.903157,0.179264,0.009474,0.884587,0.921727
tabsyn,continuous,Q5,324,0.907585,0.17853,0.009918,0.888145,0.927025
tvae,continuous,Q5,570,0.746767,0.21466,0.008991,0.729144,0.764389
arf,discrete,1-10,2004,0.982051,0.120039,0.002681,0.976795,0.987306
bayesnet,discrete,1-10,2004,0.984429,0.115477,0.00258,0.979373,0.989485
ctgan,discrete,1-10,2004,0.903943,0.285945,0.006388,0.891423,0.916462
forestdiffusion,discrete,1-10,2004,0.926918,0.242171,0.00541,0.916315,0.937521
goggle,discrete,1-10,5,0.0,0.0,0.0,0.0,0.0
realtabformer,discrete,1-10,2004,0.976002,0.13024,0.002909,0.9703,0.981705
tabbyflow,discrete,1-10,2002,0.18601,0.377111,0.008428,0.169491,0.20253
tabddpm,discrete,1-10,283,0.642929,0.381281,0.022665,0.598506,0.687352
tabdiff,discrete,1-10,406,0.717752,0.439643,0.021819,0.674986,0.760517
tabpfgen,discrete,1-10,1999,0.918918,0.265844,0.005946,0.907264,0.930572
tabsyn,discrete,1-10,1991,0.921273,0.241438,0.005411,0.910667,0.931878
tvae,discrete,1-10,2004,0.637913,0.285382,0.006375,0.625418,0.650408
arf,discrete,11-30,47,0.714948,0.402435,0.058701,0.599894,0.830003
bayesnet,discrete,11-30,47,0.737105,0.409429,0.059721,0.620051,0.854158
ctgan,discrete,11-30,47,0.60021,0.467724,0.068225,0.46649,0.73393
forestdiffusion,discrete,11-30,47,0.647613,0.424409,0.061906,0.526277,0.76895
realtabformer,discrete,11-30,47,0.64477,0.413447,0.060307,0.526567,0.762972
tabbyflow,discrete,11-30,46,0.548842,0.428598,0.063193,0.424983,0.672701
tabddpm,discrete,11-30,27,0.384691,0.435346,0.083782,0.220478,0.548905
tabdiff,discrete,11-30,40,0.618304,0.447522,0.070759,0.479616,0.756993
tabpfgen,discrete,11-30,42,0.636465,0.460629,0.071077,0.497154,0.775775
tabsyn,discrete,11-30,37,0.772821,0.355787,0.058491,0.658179,0.887464
tvae,discrete,11-30,47,0.430095,0.419797,0.061234,0.310077,0.550113
arf,discrete,31-100,16,0.122022,0.333428,0.083357,-0.041358,0.285402
bayesnet,discrete,31-100,16,0.12126,0.331354,0.082839,-0.041104,0.283623
ctgan,discrete,31-100,16,0.12064,0.329896,0.082474,-0.041009,0.282289
forestdiffusion,discrete,31-100,16,0.039244,0.156977,0.039244,-0.037674,0.116163
realtabformer,discrete,31-100,16,0.1144,0.313408,0.078352,-0.039169,0.26797
tabbyflow,discrete,31-100,16,0.021802,0.087209,0.021802,-0.02093,0.064535
tabddpm,discrete,31-100,14,0.0,0.0,0.0,0.0,0.0
tabdiff,discrete,31-100,15,0.0,0.0,0.0,0.0,0.0
tabpfgen,discrete,31-100,15,0.065041,0.251901,0.065041,-0.062439,0.19252
tabsyn,discrete,31-100,1,0.0,0.0,0.0,0.0,0.0
tvae,discrete,31-100,16,0.097703,0.274252,0.068563,-0.03668,0.232086
arf,discrete,101-300,10,0.984253,0.032901,0.010404,0.963861,1.004645
bayesnet,discrete,101-300,10,0.852452,0.288776,0.091319,0.673467,1.031437
ctgan,discrete,101-300,10,1.0,0.0,0.0,1.0,1.0
forestdiffusion,discrete,101-300,10,0.0,0.0,0.0,0.0,0.0
realtabformer,discrete,101-300,10,0.752407,0.351982,0.111307,0.534246,0.970567
tabbyflow,discrete,101-300,10,0.0,0.0,0.0,0.0,0.0
tabddpm,discrete,101-300,5,0.0,0.0,0.0,0.0,0.0
tabdiff,discrete,101-300,10,0.0,0.0,0.0,0.0,0.0
tabpfgen,discrete,101-300,10,0.96622,0.072173,0.022823,0.921487,1.010953
tabsyn,discrete,101-300,10,0.0,0.0,0.0,0.0,0.0
tvae,discrete,101-300,10,0.577906,0.361303,0.114254,0.353968,0.801844
arf,discrete,301-1000,10,0.698832,0.380815,0.120424,0.462801,0.934863
bayesnet,discrete,301-1000,10,0.531838,0.37973,0.120081,0.296479,0.767197
ctgan,discrete,301-1000,10,0.68454,0.385431,0.121884,0.445647,0.923432
forestdiffusion,discrete,301-1000,10,0.0,0.0,0.0,0.0,0.0
realtabformer,discrete,301-1000,10,0.535775,0.452329,0.143039,0.255419,0.816131
tabbyflow,discrete,301-1000,10,0.0,0.0,0.0,0.0,0.0
tabddpm,discrete,301-1000,5,0.0,0.0,0.0,0.0,0.0
tabdiff,discrete,301-1000,8,0.0,0.0,0.0,0.0,0.0
tabpfgen,discrete,301-1000,7,0.623515,0.437173,0.165236,0.299653,0.947377
tabsyn,discrete,301-1000,6,0.0,0.0,0.0,0.0,0.0
tvae,discrete,301-1000,10,0.444652,0.339468,0.107349,0.234248,0.655057
arf,discrete,>1000,35,0.689529,0.320627,0.054196,0.583305,0.795753
bayesnet,discrete,>1000,35,0.329455,0.361112,0.061039,0.209819,0.449092
ctgan,discrete,>1000,35,0.578816,0.359207,0.060717,0.459811,0.697822
forestdiffusion,discrete,>1000,35,0.0,0.0,0.0,0.0,0.0
realtabformer,discrete,>1000,35,0.317003,0.411218,0.069509,0.180767,0.45324
tabbyflow,discrete,>1000,35,5.5e-05,0.000209,3.5e-05,-1.4e-05,0.000125
tabddpm,discrete,>1000,18,0.0,0.0,0.0,0.0,0.0
tabdiff,discrete,>1000,29,3.5e-05,0.00016,3e-05,-2.3e-05,9.3e-05
tabpfgen,discrete,>1000,28,0.688969,0.36709,0.069374,0.552997,0.824942
tabsyn,discrete,>1000,29,1.5e-05,6e-05,1.1e-05,-6e-06,3.7e-05
tvae,discrete,>1000,35,0.232946,0.284983,0.048171,0.138531,0.32736