evaluation/query_family/conditional/data/dataset_model_heatmap.csv

dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
c2,0.9429633333333334,1.0,0.9124228333333333,0.9484127407407408,1.0,0.6756613703703703,0.9124228333333333,0.6629630185185185,0.784911037037037,0.8120371481481481,0.9821548888888889
c3,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0
c4,0.957592611111111,0.9344444444444444,0.9205555555555556,0.8866666666666667,1.0,0.9714815,0.98,0.9212962777777778,0.9561111111111111,0.9290740555555554,0.9144444444444444
c5,1.0,0.9615385,1.0,0.8291666666666666,1.0,1.0,0.9407051666666666,0.9615385,1.0,0.9198718333333333,0.9198718333333333
c6,0.5069727083333333,0.5377045104166667,0.49379358333333334,0.46270009375000004,0.5605833958333334,0.534073875,0.4962680208333334,0.49471134375000003,0.548382375,0.5111812083333334,0.5131972291666667
c7,0.974461074074074,0.970289074074074,0.9692284074074073,0.9692284074074073,0.9772335185185186,0.9404244074074074,0.9687169444444444,0.9515024444444444,0.8329699074074074,0.9430559629629629,0.944727074074074
c8,1.0,1.0,0.9861110833333333,0.9930555416666667,0.9930555416666667,0.8750001249999999,0.8703704999999999,0.9120370416666665,0.979166625,0.9143518333333334,0.8425926666666668
c9,0.08333333333333333,0.0987192361111111,0.09660105555555554,0.08333333333333333,0.9191625555555556,0.08333333333333333,0.08333333333333333,0.08333333333333333,0.08333333333333333,0.08333333333333333,0.09832880555555557
c10,0.980722388888889,0.9763888888888889,0.886428,0.9763888888888889,1.0,0.9617991666666666,0.9761735555555555,0.9788846111111111,0.8650093333333333,,0.8129977083333333
c11,0.8978909444444444,0.9423868888888889,0.8814300555555555,0.8761757777777778,1.0,0.9717812962962962,0.9722221851851851,0.9528218148148149,0.9876543148148148,0.9444444444444444,0.9779541481481482
c14,1.0,1.0,0.9074073888888889,0.5566239316239316,1.0,1.0,0.28899573931623934,1.0,1.0,1.0,0.6371082948717948
c15,0.9250000416666667,0.6489502222222223,0.6944444027777777,0.3736463888888889,1.0,0.5455922222222223,,0.5480432222222222,0.6489502222222223,0.5480432222222222,0.3604525
c16,0.7423230000000001,0.49613508333333334,0.5941808888888889,0.4076693090277778,0.718637420138889,0.17810056597222224,,0.4110556666666667,,0.4201906701388889,0.27564027083333337
c17,0.4839679333333333,0.5021865000000001,0.8281123333333333,0.39255253333333334,0.41447103333333335,0.2150675,,0.4146533333333333,0.4997257333333333,0.41768356666666673,0.7424915000000001
c18,0.23303743055555554,0.22355922222222221,0.26630408333333333,0.2543997083333333,0.6276786388888889,0.17329931944444443,,,,,0.28486418055555557
c19,0.9814815,0.8335489444444444,0.55345952991453,0.5838242478632478,0.5040477179487179,0.4313860811965812,,0.5855554145299146,0.8543121666666667,0.6153015256410257,0.5642196111111111
m1,1.0,1.0,0.9944444444444445,0.8910130620915033,0.8098583496732026,0.928431362745098,0.8220043758169935,0.9416666666666667,0.9803921470588235,0.9444444444444444,0.6227123888888889
m2,0.425345192631579,0.4431520705263158,0.4228868168421053,0.41180833473684214,0.49848678842105265,0.4364163821052632,0.4054803473684211,,0.4955986557894737,0.44812571473684215,0.41818774315789475
m4,0.9914141666666667,0.9888889000000001,0.6886027555555556,0.9251894,0.9939394,0.9861111,0.8142886555555555,0.9861111,0.9921086,0.9911616333333333,0.6686027555555556
m5,0.40735024210526316,0.3974412778947369,0.22991182736842108,0.34843154315789476,0.5569690294736842,0.408250832631579,0.2890645968421053,0.31430187263157894,0.42964731263157896,0.39814110736842107,0.22191964736842107
m6,0.979115875,0.9669986666666667,0.4011889523809524,0.7156438154761905,0.9648095357142857,0.8489570952380951,0.7298475595238095,0.8458088869047619,0.8261551726190476,0.8453334285714286,0.359148869047619
m7,0.9900100000000001,1.0,0.9457070909090909,0.9965035,1.0,0.9949495,1.0,0.9647186363636364,0.8363636363636364,0.9935065000000001,0.742969
m8,0.43973174421052635,0.44180671789473686,0.4465523147368421,0.4392308410526316,0.5832928210526316,0.44685378210526316,0.44862954526315796,0.44935278,0.4396458631578948,0.44648877894736844,0.3967888221052632
m9,0.8301884048582995,0.8803206902834009,0.8742481315789474,0.657457036437247,0.9507844352226721,0.4630178097165992,0.6623926518218624,0.6314349331983805,0.7563699898785425,0.6412964838056681,0.5490957246963561
m10,0.797361875,0.9382848333333333,0.8936145,0.80102575,0.987512875,0.8044151666666666,0.5898294166666667,0.8013553333333334,0.8133406666666667,0.7880577916666667,0.8785829791666666
m11,0.35309124315789475,0.3526615063157895,0.43429534,0.35271496842105265,0.5601887421052631,0.35534350000000003,0.36147259578947366,0.3594355421052632,0.3408606484210527,0.35383417157894737,0.4117268221052631
m12,0.42065974305555554,0.54791665625,0.47084988541666667,0.3829861215277778,0.9065777118055556,0.5403770243055556,,0.5043898611111111,0.5196676736111111,0.4461144097222222,0.4634634166666667
n1,1.0,1.0,1.0,1.0,1.0,0.5,1.0,1.0,1.0,1.0,1.0
n2,1.0,1.0,1.0,0.25,1.0,0.25,0.25,0.25,1.0,,1.0
n3,0.24856365922619048,0.24813717410714287,0.12840453720238096,0.18975459523809524,0.5370761026785714,0.21630831547619048,0.19846662797619047,0.21596734226190475,0.17031631845238093,0.2826388110119048,0.12785700595238095
n4,0.4389849638157895,0.43501969736842105,0.21235387280701754,0.42594757127192984,0.5520501699561403,0.4478467839912281,0.2748585592105263,0.4407385855263158,0.4483648826754386,,0.27453509100877194
n5,0.18057005555555555,0.20716727777777777,0.1714277777777778,0.11456172222222222,0.39913038888888885,0.1749345,0.04596027777777778,0.16738505555555555,0.1119946111111111,,0.17943505555555556
n6,0.6892857142857143,0.6892857142857143,0.24732142857142858,0.6892857142857143,0.6892857142857143,0.6892857142857143,0.6892857142857143,0.6892857142857143,0.6892857142857143,0.6892857142857143,0.24732142857142858
n7,0.5142912098214286,0.6816793794642857,0.5336524985119049,0.5366465729166667,0.6741740982142856,0.636098668154762,0.5098478288690477,0.5221667053571428,0.6807142857142857,,0.5240086130952382
n8,0.49999987500000004,0.486111,0.09210525,0.23684212500000001,0.48771362500000004,0.288194375,,0.194079,,0.194079,0.1875
n9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,,0.0
n10,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,,1.0
n11,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0
n12,0.125,0.125,0.7797577836538462,0.0625,0.8828937884615384,0.0625,0.0625,0.0625,0.0625,,0.8030139567307693
n14,0.005342,0.001813,0.0,0.0,0.0,,0.0,0.081967,0.0,0.025641,0.0
n15,0.4951923076923077,0.7139023333333333,0.10811013675213674,0.4858516538461538,0.67311252991453,0.37348899999999996,0.16978023076923077,0.5,0.4820055,0.4787088076923077,0.4499727863247863
n16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0
n17,0.058823529411764705,0.5336001470588236,0.49081250226244344,0.025210058823529412,0.5798416357466063,,0.05042017647058823,0.05042017647058823,0.058823529411764705,0.025210058823529412,0.47356424660633484
n18,0.13500758004385965,0.15130440131578948,0.14690016118421054,0.14360896271929824,0.2528565307017544,0.1676057467105263,,0.1510467697368421,0.13870543311403508,0.1512589594298246,0.14787543969298247
n19,0.0,0.080057,0.38257979166666667,0.0,0.40458712500000005,0.00757575,0.0,0.048341999999999996,0.0,0.024346500000000004,0.4007877083333333
n20,0.0034423421052631577,0.00014249342105263156,0.0,0.0,0.7332115065789474,0.00026449342105263154,0.0,,0.0,0.00012099999999999999,0.0