diff --git "a/evaluation/query_family/conditional/breakdown/data/dataset_model_subitems.csv" "b/evaluation/query_family/conditional/breakdown/data/dataset_model_subitems.csv" new file mode 100644--- /dev/null +++ "b/evaluation/query_family/conditional/breakdown/data/dataset_model_subitems.csv" @@ -0,0 +1,1272 @@ +dataset_id,dataset_prefix,model_id,model_label,subitem_id,subitem_label,query_count,subitem_score +c10,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,34,0.0 +c10,c,arf,ARF,direction_consistency,Direction consistency,31,0.0 +c10,c,arf,ARF,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +c10,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,34,0.0 +c10,c,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.0 +c10,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +c10,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,34,0.6428952647058823 +c10,c,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.925699935483871 +c10,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,34,0.9268907058823529 +c10,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,34,0.0 +c10,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,31,0.0 +c10,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +c10,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,34,0.7563393823529412 +c10,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,0.7485298064516129 +c10,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,34,0.888235294117647 +c10,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,34,0.10588235294117647 +c10,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,31,0.0 +c10,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,34,0.4647058823529412 +c10,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,34,0.0 +c10,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,31,0.0 +c10,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +c10,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,34,0.0 +c10,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,31,0.0 +c10,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +c10,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,34,0.0 +c10,c,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.0 +c10,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +c10,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,34,0.6394421764705882 +c10,c,tvae,TVAE,direction_consistency,Direction consistency,31,0.8609929677419355 +c10,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,34,0.9052359411764705 +c11,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c11,c,arf,ARF,direction_consistency,Direction consistency,27,0.9729571111111112 +c11,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.7425044444444444 +c11,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c11,c,bayesnet,BayesNet,direction_consistency,Direction consistency,27,0.9753086666666667 +c11,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,0.9135802222222222 +c11,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c11,c,ctgan,CTGAN,direction_consistency,Direction consistency,27,0.9753086666666667 +c11,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.7530864444444444 +c11,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c11,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,27,0.0 +c11,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,9,0.0 +c11,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c11,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,27,0.9814814814814815 +c11,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,0.9444444444444444 +c11,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c11,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,27,0.0 +c11,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,9,0.0 +c11,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c11,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,27,0.0 +c11,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,9,0.0 +c11,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c11,c,tabsyn,TabSyn,direction_consistency,Direction consistency,27,0.0 +c11,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.0 +c11,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c11,c,tvae,TVAE,direction_consistency,Direction consistency,27,0.9708994814814815 +c11,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.8456790000000001 +c12,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.95 +c12,c,arf,ARF,direction_consistency,Direction consistency,22,0.9318181818181818 +c12,c,arf,ARF,slice_level_consistency,Slice-level consistency,31,0.9758064516129032 +c12,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.95 +c12,c,bayesnet,BayesNet,direction_consistency,Direction consistency,22,0.9772727272727273 +c12,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,31,0.9596774193548387 +c12,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.925 +c12,c,ctgan,CTGAN,direction_consistency,Direction consistency,22,0.9318181818181818 +c12,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,31,0.938172064516129 +c12,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.975 +c12,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,22,1.0 +c12,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,31,0.9758064516129032 +c12,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c12,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,22,1.0 +c12,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,31,0.9919354838709677 +c12,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.7583333999999999 +c12,c,tvae,TVAE,direction_consistency,Direction consistency,22,0.659091 +c12,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,31,0.7392473225806452 +c14,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.2 +c14,c,arf,ARF,direction_consistency,Direction consistency,32,0.32291665625 +c14,c,arf,ARF,slice_level_consistency,Slice-level consistency,19,0.15789473684210525 +c14,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.9 +c14,c,bayesnet,BayesNet,direction_consistency,Direction consistency,32,0.72916665625 +c14,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,19,0.7368421052631579 +c14,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.9083333 +c14,c,ctgan,CTGAN,direction_consistency,Direction consistency,32,0.8028665 +c14,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,19,0.7096491052631579 +c14,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c14,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,32,0.95036765625 +c14,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,19,0.868421052631579 +c14,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.3 +c14,c,tabsyn,TabSyn,direction_consistency,Direction consistency,32,0.1875 +c14,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,19,0.15789473684210525 +c14,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.7227564 +c14,c,tvae,TVAE,direction_consistency,Direction consistency,32,0.53042715625 +c14,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,19,0.3609648947368421 +c15,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.8000035000000001 +c15,c,arf,ARF,direction_consistency,Direction consistency,40,0.753590925 +c15,c,arf,ARF,slice_level_consistency,Slice-level consistency,29,0.3501601724137931 +c15,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.5693123 +c15,c,bayesnet,BayesNet,direction_consistency,Direction consistency,40,0.5963046000000001 +c15,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,29,0.3570516551724138 +c15,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c15,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,40,1.0 +c15,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,29,0.850605 +c15,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.0011331000000000002 +c15,c,tabsyn,TabSyn,direction_consistency,Direction consistency,40,0.055850625 +c15,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,29,0.003317586206896552 +c15,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.26086960000000003 +c15,c,tvae,TVAE,direction_consistency,Direction consistency,40,0.358388425 +c15,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,29,0.22179737931034482 +c16,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,40,0.53884105 +c16,c,arf,ARF,direction_consistency,Direction consistency,18,0.8265617222222222 +c16,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.5050264444444444 +c16,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,40,0.382392825 +c16,c,bayesnet,BayesNet,direction_consistency,Direction consistency,18,0.6089535555555555 +c16,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,0.2350087777777778 +c16,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,40,0.45737284999999994 +c16,c,ctgan,CTGAN,direction_consistency,Direction consistency,18,0.7741963333333334 +c16,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.2679041111111111 +c16,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,40,0.6005623250000001 +c16,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,18,0.8355011666666666 +c16,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,0.4649832222222222 +c16,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,40,0.0 +c16,c,tabsyn,TabSyn,direction_consistency,Direction consistency,18,0.0 +c16,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.0 +c16,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,40,0.194554675 +c16,c,tvae,TVAE,direction_consistency,Direction consistency,18,0.3804803333333333 +c16,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.07721655555555557 +c17,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,16,0.5557006250000001 +c17,c,arf,ARF,direction_consistency,Direction consistency,26,0.35685246153846156 +c17,c,arf,ARF,slice_level_consistency,Slice-level consistency,35,0.8507215714285715 +c17,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,16,0.60233275 +c17,c,bayesnet,BayesNet,direction_consistency,Direction consistency,26,0.42057515384615385 +c17,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,35,0.8877675142857143 +c17,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,16,0.7552985625 +c17,c,ctgan,CTGAN,direction_consistency,Direction consistency,26,0.6925626923076924 +c17,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,35,0.8655240571428571 +c17,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,16,0.4785589375 +c17,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,26,0.24597280769230767 +c17,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,35,0.4617458285714286 +c17,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,16,0.591680875 +c17,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,26,0.3860627307692308 +c17,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,35,0.8486916285714285 +c17,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,16,0.0 +c17,c,tabsyn,TabSyn,direction_consistency,Direction consistency,26,0.0 +c17,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,35,0.0 +c17,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,16,0.702854375 +c17,c,tvae,TVAE,direction_consistency,Direction consistency,26,0.6170211538461537 +c17,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,35,0.6685136 +c18,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,34,0.23314329411764703 +c18,c,arf,ARF,direction_consistency,Direction consistency,17,0.37034541176470587 +c18,c,arf,ARF,slice_level_consistency,Slice-level consistency,19,0.7966165263157895 +c18,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,34,0.20884023529411766 +c18,c,bayesnet,BayesNet,direction_consistency,Direction consistency,17,0.421196 +c18,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,19,0.7761904736842106 +c18,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,34,0.5722353529411766 +c18,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,17,0.7571244705882353 +c18,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,19,0.9116541578947368 +c18,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,34,0.00024141176470588235 +c18,c,tabsyn,TabSyn,direction_consistency,Direction consistency,17,0.0 +c18,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,19,0.5789473684210527 +c19,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.988304 +c19,c,arf,ARF,direction_consistency,Direction consistency,19,0.9736842105263158 +c19,c,arf,ARF,slice_level_consistency,Slice-level consistency,20,0.9989698 +c19,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.3055555555555556 +c19,c,bayesnet,BayesNet,direction_consistency,Direction consistency,19,0.6660286842105263 +c19,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,20,0.74 +c19,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.37340666666666666 +c19,c,ctgan,CTGAN,direction_consistency,Direction consistency,19,0.6894737368421053 +c19,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,20,0.5425001 +c19,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.48062455555555555 +c19,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,19,0.3499024210526316 +c19,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,20,0.7393315 +c19,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.0 +c19,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,19,0.0 +c19,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,20,0.6 +c19,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.0 +c19,c,tabsyn,TabSyn,direction_consistency,Direction consistency,19,0.0 +c19,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,20,0.6 +c19,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.3697726666666667 +c19,c,tvae,TVAE,direction_consistency,Direction consistency,19,0.7052631578947368 +c19,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,20,0.6633334 +c2,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.975 +c2,c,arf,ARF,direction_consistency,Direction consistency,27,0.9861111111111112 +c2,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.92674 +c2,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c2,c,bayesnet,BayesNet,direction_consistency,Direction consistency,27,1.0 +c2,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,1.0 +c2,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.975 +c2,c,ctgan,CTGAN,direction_consistency,Direction consistency,27,0.9861111111111112 +c2,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.9027777777777778 +c2,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c2,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,27,0.0 +c2,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,9,0.0 +c2,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c2,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,27,1.0 +c2,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,1.0 +c2,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.0624242 +c2,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,27,0.04444440740740741 +c2,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,9,0.0 +c2,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c2,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,27,0.0 +c2,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,9,0.0 +c2,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.0624242 +c2,c,tabdiff,TabDiff,direction_consistency,Direction consistency,27,0.04444440740740741 +c2,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,9,0.0 +c2,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.9333332999999999 +c2,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,27,0.8376068148148148 +c2,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,9,0.8222222222222223 +c2,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.0624242 +c2,c,tabsyn,TabSyn,direction_consistency,Direction consistency,27,0.04444440740740741 +c2,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.0 +c2,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c2,c,tvae,TVAE,direction_consistency,Direction consistency,27,1.0 +c2,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.9760101111111111 +c20,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.1 +c20,c,arf,ARF,direction_consistency,Direction consistency,40,0.05 +c20,c,arf,ARF,slice_level_consistency,Slice-level consistency,20,0.1 +c20,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.9882353 +c20,c,bayesnet,BayesNet,direction_consistency,Direction consistency,40,0.975 +c20,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,20,1.0 +c20,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.98015875 +c20,c,ctgan,CTGAN,direction_consistency,Direction consistency,40,0.975 +c20,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,20,1.0 +c20,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c20,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,40,0.0 +c20,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,20,0.0 +c20,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.9983871000000001 +c20,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,40,0.975 +c20,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,20,1.0 +c20,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c20,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,40,0.0 +c20,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,20,0.0 +c20,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c20,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,40,0.0 +c20,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,20,0.0 +c20,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.1 +c20,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,40,0.05 +c20,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,20,0.1 +c20,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c20,c,tabsyn,TabSyn,direction_consistency,Direction consistency,40,0.0 +c20,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,20,0.0 +c20,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.9754600999999999 +c20,c,tvae,TVAE,direction_consistency,Direction consistency,40,0.96353615 +c20,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,20,0.9857143 +c3,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,arf,ARF,direction_consistency,Direction consistency,13,1.0 +c3,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,bayesnet,BayesNet,direction_consistency,Direction consistency,13,1.0 +c3,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,ctgan,CTGAN,direction_consistency,Direction consistency,13,1.0 +c3,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,13,1.0 +c3,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,13,1.0 +c3,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,13,1.0 +c3,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,tabdiff,TabDiff,direction_consistency,Direction consistency,13,1.0 +c3,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,13,1.0 +c3,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,8,0.0 +c3,c,tabsyn,TabSyn,direction_consistency,Direction consistency,13,0.0 +c3,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,8,1.0 +c3,c,tvae,TVAE,direction_consistency,Direction consistency,13,1.0 +c4,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,arf,ARF,direction_consistency,Direction consistency,27,1.0 +c4,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.9166666666666666 +c4,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,bayesnet,BayesNet,direction_consistency,Direction consistency,27,0.9814814814814815 +c4,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,0.8333333333333334 +c4,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,ctgan,CTGAN,direction_consistency,Direction consistency,27,1.0 +c4,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.7592592222222222 +c4,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.8816667 +c4,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,27,0.9444444444444444 +c4,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,9,0.7777777777777778 +c4,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,27,1.0 +c4,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,0.9166666666666666 +c4,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,27,1.0 +c4,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,9,0.9166666666666666 +c4,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,27,1.0 +c4,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,9,0.9722222222222222 +c4,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,tabdiff,TabDiff,direction_consistency,Direction consistency,27,1.0 +c4,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,9,0.8611111111111112 +c4,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.95 +c4,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,27,1.0 +c4,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,9,1.0 +c4,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,tabsyn,TabSyn,direction_consistency,Direction consistency,27,0.9444444444444444 +c4,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.9166666666666666 +c4,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c4,c,tvae,TVAE,direction_consistency,Direction consistency,27,0.9629629629629629 +c4,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.9444444444444444 +c5,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.8788864000000001 +c5,c,arf,ARF,direction_consistency,Direction consistency,27,0.9404017037037037 +c5,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.7545224444444444 +c5,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.7548088 +c5,c,bayesnet,BayesNet,direction_consistency,Direction consistency,27,0.8728617777777777 +c5,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,0.5215206666666667 +c5,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.74264255 +c5,c,ctgan,CTGAN,direction_consistency,Direction consistency,27,0.8644818518518519 +c5,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.4964443333333333 +c5,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.9892856999999999 +c5,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,27,0.9896905925925926 +c5,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,0.9152286666666666 +c5,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.9602434499999999 +c5,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,27,0.9654574814814815 +c5,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,9,0.9361272222222223 +c5,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.9342521500000001 +c5,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,27,0.9888300740740741 +c5,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,9,0.8732927777777778 +c5,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.79934085 +c5,c,tabdiff,TabDiff,direction_consistency,Direction consistency,27,0.8787738518518519 +c5,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,9,0.5617906666666667 +c5,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.9777777999999999 +c5,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,27,0.9609053703703704 +c5,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,9,0.8437761111111111 +c5,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.9244047500000001 +c5,c,tabsyn,TabSyn,direction_consistency,Direction consistency,27,0.9379924814814815 +c5,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.5392158888888888 +c5,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.82758695 +c5,c,tvae,TVAE,direction_consistency,Direction consistency,27,0.9225399629629629 +c5,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.6898388888888889 +c6,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,16,0.9555266250000001 +c6,c,arf,ARF,direction_consistency,Direction consistency,21,0.8933467619047619 +c6,c,arf,ARF,slice_level_consistency,Slice-level consistency,8,0.693551875 +c6,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,16,0.951326125 +c6,c,bayesnet,BayesNet,direction_consistency,Direction consistency,21,0.9613095238095238 +c6,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,8,0.76230575 +c6,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,16,0.941647375 +c6,c,ctgan,CTGAN,direction_consistency,Direction consistency,21,0.8695065714285714 +c6,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,8,0.386182875 +c6,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,16,0.976240875 +c6,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,21,0.9897593333333334 +c6,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,8,0.909091875 +c6,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,16,0.967262875 +c6,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,21,0.9261868571428571 +c6,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,8,0.77991875 +c6,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,16,0.9383980000000001 +c6,c,tabdiff,TabDiff,direction_consistency,Direction consistency,21,0.8754061904761905 +c6,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,8,0.569737 +c6,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,16,0.982393125 +c6,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,21,0.9923182857142857 +c6,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,8,0.8907619999999999 +c6,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,16,0.960187 +c6,c,tabsyn,TabSyn,direction_consistency,Direction consistency,21,0.9284357142857144 +c6,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,8,0.7364691250000001 +c6,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,16,0.963294 +c6,c,tvae,TVAE,direction_consistency,Direction consistency,21,0.9009173333333332 +c6,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,8,0.50608275 +c7,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,arf,ARF,direction_consistency,Direction consistency,27,0.9663817777777778 +c7,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.8333333333333334 +c7,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,bayesnet,BayesNet,direction_consistency,Direction consistency,27,1.0 +c7,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,1.0 +c7,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,ctgan,CTGAN,direction_consistency,Direction consistency,27,0.9851851851851853 +c7,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.8296296666666667 +c7,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,27,0.8195034074074073 +c7,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,9,0.789327 +c7,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,27,1.0 +c7,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,1.0 +c7,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.9 +c7,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,27,0.9387464444444444 +c7,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,9,0.9285714444444445 +c7,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,27,0.984126962962963 +c7,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,9,0.8290597777777777 +c7,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.9 +c7,c,tabdiff,TabDiff,direction_consistency,Direction consistency,27,0.9387464444444444 +c7,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,9,0.7888888888888889 +c7,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,27,0.8839505925925926 +c7,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,9,0.8888888888888888 +c7,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.9 +c7,c,tabsyn,TabSyn,direction_consistency,Direction consistency,27,0.9108262222222222 +c7,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.8333333333333334 +c7,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c7,c,tvae,TVAE,direction_consistency,Direction consistency,27,0.9370370370370371 +c7,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.8333333333333334 +c8,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c8,c,arf,ARF,direction_consistency,Direction consistency,40,0.9944444499999999 +c8,c,arf,ARF,slice_level_consistency,Slice-level consistency,29,1.0 +c8,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c8,c,bayesnet,BayesNet,direction_consistency,Direction consistency,40,0.9944444499999999 +c8,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,29,1.0 +c8,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c8,c,ctgan,CTGAN,direction_consistency,Direction consistency,40,0.9944444499999999 +c8,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,29,1.0 +c8,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c8,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,40,0.94444445 +c8,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,29,1.0 +c8,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +c8,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,40,1.0 +c8,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,29,1.0 +c8,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c8,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,40,0.058333325000000005 +c8,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,29,0.022988482758620688 +c8,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c8,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,40,0.025 +c8,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,29,0.06896551724137931 +c8,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.0 +c8,c,tabdiff,TabDiff,direction_consistency,Direction consistency,40,0.058333325000000005 +c8,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,29,0.022988482758620688 +c8,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.9833333 +c8,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,40,1.0 +c8,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,29,1.0 +c8,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.1 +c8,c,tabsyn,TabSyn,direction_consistency,Direction consistency,40,0.15 +c8,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,29,0.06896551724137931 +c8,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.8000000999999999 +c8,c,tvae,TVAE,direction_consistency,Direction consistency,40,0.895138925 +c8,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,29,0.9367816206896552 +c9,c,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.5151477777777778 +c9,c,arf,ARF,direction_consistency,Direction consistency,24,0.6291812916666667 +c9,c,arf,ARF,slice_level_consistency,Slice-level consistency,9,0.3175556666666666 +c9,c,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.24151455555555554 +c9,c,bayesnet,BayesNet,direction_consistency,Direction consistency,24,0.10470920833333335 +c9,c,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,9,0.014865333333333335 +c9,c,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.22900605555555556 +c9,c,ctgan,CTGAN,direction_consistency,Direction consistency,24,0.09847033333333333 +c9,c,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,9,0.011887555555555556 +c9,c,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,18,0.22604488888888888 +c9,c,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,24,0.4979192083333333 +c9,c,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,9,0.010680888888888887 +c9,c,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.9223604444444445 +c9,c,realtabformer,RealTabFormer,direction_consistency,Direction consistency,24,0.917514375 +c9,c,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,9,0.8948158888888889 +c9,c,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,18,0.46553599999999995 +c9,c,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,24,0.6073212499999999 +c9,c,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,9,0.35661055555555554 +c9,c,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.16752416666666667 +c9,c,tabddpm,TabDDPM,direction_consistency,Direction consistency,24,0.31420116666666664 +c9,c,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,9,0.03326388888888889 +c9,c,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,18,0.4596659444444444 +c9,c,tabdiff,TabDiff,direction_consistency,Direction consistency,24,0.5976862083333333 +c9,c,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,9,0.3468547777777778 +c9,c,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.4744183888888889 +c9,c,tabpfgen,TabPFGen,direction_consistency,Direction consistency,24,0.6128672916666666 +c9,c,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,9,0.36030966666666664 +c9,c,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.49357150000000005 +c9,c,tabsyn,TabSyn,direction_consistency,Direction consistency,24,0.6065907083333334 +c9,c,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,9,0.3724867777777778 +c9,c,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.22937272222222221 +c9,c,tvae,TVAE,direction_consistency,Direction consistency,24,0.10006333333333334 +c9,c,tvae,TVAE,slice_level_consistency,Slice-level consistency,9,0.015116111111111111 +m1,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.9175449499999999 +m1,m,arf,ARF,direction_consistency,Direction consistency,27,0.9286524444444445 +m1,m,arf,ARF,slice_level_consistency,Slice-level consistency,41,0.8965923170731708 +m1,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.9284136500000001 +m1,m,bayesnet,BayesNet,direction_consistency,Direction consistency,27,0.9461011851851852 +m1,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,41,0.9087658292682927 +m1,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.878061 +m1,m,ctgan,CTGAN,direction_consistency,Direction consistency,27,0.8884114074074074 +m1,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,41,0.8925022439024392 +m1,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.75816075 +m1,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,27,0.6927996296296297 +m1,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,41,0.6660016097560976 +m1,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.9007341499999999 +m1,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,27,0.9066714074074075 +m1,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,41,0.8608818292682927 +m1,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.7192487 +m1,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,27,0.7645422592592593 +m1,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,41,0.5925175853658536 +m1,m,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.9017727000000001 +m1,m,tabdiff,TabDiff,direction_consistency,Direction consistency,27,0.9215110740740741 +m1,m,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,41,0.8979129268292684 +m1,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.8321248000000001 +m1,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,27,0.8558113333333333 +m1,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,41,0.8584343902439024 +m1,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.86129025 +m1,m,tabsyn,TabSyn,direction_consistency,Direction consistency,27,0.7074034444444445 +m1,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,41,0.7686183170731707 +m1,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.5406852 +m1,m,tvae,TVAE,direction_consistency,Direction consistency,27,0.565212925925926 +m1,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,41,0.6350775365853658 +m10,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.8312457500000001 +m10,m,arf,ARF,direction_consistency,Direction consistency,31,0.9214074193548387 +m10,m,arf,ARF,slice_level_consistency,Slice-level consistency,34,0.9656285882352942 +m10,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.95485295 +m10,m,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.923004064516129 +m10,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,34,0.9733893529411766 +m10,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.83083335 +m10,m,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.9264888387096774 +m10,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,34,0.9572952647058824 +m10,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.1 +m10,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,31,0.3474776774193548 +m10,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,34,0.7568627352941177 +m10,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.96107225 +m10,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,0.9957555483870968 +m10,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,34,0.979074 +m10,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.8633521500000001 +m10,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,31,0.9184884516129032 +m10,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,34,0.960165088235294 +m10,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.0 +m10,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,31,0.03222474193548387 +m10,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,34,0.4117647058823529 +m10,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.8534359 +m10,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,31,0.9245468387096775 +m10,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,34,0.9761905000000001 +m10,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.81108525 +m10,m,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.9277452903225806 +m10,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,34,0.966198294117647 +m10,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.865 +m10,m,tvae,TVAE,direction_consistency,Direction consistency,31,0.9214226451612902 +m10,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,34,0.9646564705882352 +m11,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,42,0.5278088571428571 +m11,m,arf,ARF,direction_consistency,Direction consistency,31,0.5212224193548387 +m11,m,arf,ARF,slice_level_consistency,Slice-level consistency,29,0.8723175862068966 +m11,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,42,0.5232775952380952 +m11,m,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.5232974838709678 +m11,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,29,0.8719121724137932 +m11,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,42,0.5336641428571428 +m11,m,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.5193548387096775 +m11,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,29,0.8736108965517242 +m11,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,42,0.43808428571428576 +m11,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,31,0.2731182903225806 +m11,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,29,0.5370657241379311 +m11,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,42,0.8557301428571429 +m11,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,0.8858836129032258 +m11,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,29,0.9323530344827586 +m11,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,42,0.1020102380952381 +m11,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,31,0.23496587096774194 +m11,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,29,0.31337324137931033 +m11,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,42,0.26084666666666667 +m11,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,31,0.20303606451612904 +m11,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,29,0.3315390344827586 +m11,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,42,0.09834766666666665 +m11,m,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.2366863870967742 +m11,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,29,0.311397724137931 +m11,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,42,0.4599538095238095 +m11,m,tvae,TVAE,direction_consistency,Direction consistency,31,0.49677987096774195 +m11,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,29,0.703786551724138 +m12,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,42,0.6599035476190476 +m12,m,arf,ARF,direction_consistency,Direction consistency,22,0.8267769090909091 +m12,m,arf,ARF,slice_level_consistency,Slice-level consistency,31,0.853232 +m12,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,42,0.6407509523809524 +m12,m,bayesnet,BayesNet,direction_consistency,Direction consistency,22,0.873321409090909 +m12,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,31,0.8449103870967742 +m12,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,42,0.38255988095238097 +m12,m,ctgan,CTGAN,direction_consistency,Direction consistency,22,0.5210801363636364 +m12,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,31,0.21530906451612902 +m12,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,42,0.7791393333333334 +m12,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,22,0.8508858636363636 +m12,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,31,0.8899293548387097 +m12,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,42,0.6294422142857142 +m12,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,22,0.8245748636363637 +m12,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,31,0.8662531935483871 +m12,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,42,0.6263565238095238 +m12,m,tabsyn,TabSyn,direction_consistency,Direction consistency,22,0.6020153636363635 +m12,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,31,0.814084 +m12,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,42,0.34368990476190475 +m12,m,tvae,TVAE,direction_consistency,Direction consistency,22,0.4894604545454545 +m12,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,31,0.2742060322580645 +m2,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.520622 +m2,m,arf,ARF,direction_consistency,Direction consistency,23,0.5029289565217391 +m2,m,arf,ARF,slice_level_consistency,Slice-level consistency,33,0.6224610303030303 +m2,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.5 +m2,m,bayesnet,BayesNet,direction_consistency,Direction consistency,23,0.5217391304347826 +m2,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,33,0.6484848484848484 +m2,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.5 +m2,m,ctgan,CTGAN,direction_consistency,Direction consistency,23,0.4995169130434783 +m2,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,33,0.5904193636363636 +m2,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.5522416 +m2,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,23,0.546190043478261 +m2,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,33,0.6875090303030303 +m2,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.5 +m2,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,23,0.3661598260869565 +m2,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,33,0.513008909090909 +m2,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.5000131 +m2,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,23,0.5217466956521739 +m2,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,33,0.666681787878788 +m2,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.5104715 +m2,m,tabsyn,TabSyn,direction_consistency,Direction consistency,23,0.40447739130434784 +m2,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,33,0.7092045454545454 +m2,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.5 +m2,m,tvae,TVAE,direction_consistency,Direction consistency,23,0.4951690869565218 +m2,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,33,0.5992347878787878 +m4,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,arf,ARF,direction_consistency,Direction consistency,14,0.42857142857142855 +m4,m,arf,ARF,slice_level_consistency,Slice-level consistency,38,0.6052631842105264 +m4,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,bayesnet,BayesNet,direction_consistency,Direction consistency,14,0.42857142857142855 +m4,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,38,0.6052631578947368 +m4,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,ctgan,CTGAN,direction_consistency,Direction consistency,14,0.5238097142857143 +m4,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,38,0.5654049999999999 +m4,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,14,1.0 +m4,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,38,0.805622 +m4,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,14,1.0 +m4,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,38,0.8110047894736843 +m4,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,14,1.0 +m4,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,38,0.7484336052631579 +m4,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,8,0.0 +m4,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,14,0.0 +m4,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,38,0.2894736842105263 +m4,m,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,tabdiff,TabDiff,direction_consistency,Direction consistency,14,1.0 +m4,m,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,38,0.7576754473684211 +m4,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,14,0.42857142857142855 +m4,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,38,0.5789473947368421 +m4,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,tabsyn,TabSyn,direction_consistency,Direction consistency,14,1.0 +m4,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,38,0.8103070263157894 +m4,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,8,1.0 +m4,m,tvae,TVAE,direction_consistency,Direction consistency,14,0.5238097142857143 +m4,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,38,0.5563197894736842 +m5,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.695813 +m5,m,arf,ARF,direction_consistency,Direction consistency,31,0.802213129032258 +m5,m,arf,ARF,slice_level_consistency,Slice-level consistency,43,0.7242130930232558 +m5,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.71263635 +m5,m,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.7858477419354839 +m5,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,43,0.704045558139535 +m5,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.2120241 +m5,m,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.37619564516129034 +m5,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,43,0.4470133720930233 +m5,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.44164634999999997 +m5,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,31,0.3151156129032258 +m5,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,43,0.5239250232558139 +m5,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.8469386 +m5,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,0.8764387096774193 +m5,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,43,0.845100953488372 +m5,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.6617784 +m5,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,31,0.7924791935483871 +m5,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,43,0.7265441395348837 +m5,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.11509799999999999 +m5,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,31,0.0 +m5,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,43,0.39173125581395346 +m5,m,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.6866731500000001 +m5,m,tabdiff,TabDiff,direction_consistency,Direction consistency,31,0.8428217096774194 +m5,m,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,43,0.7086301162790697 +m5,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.8958695999999999 +m5,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,31,0.8936972580645162 +m5,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,43,0.7770943953488372 +m5,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.7409382499999999 +m5,m,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.8027360322580644 +m5,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,43,0.7551741627906977 +m5,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.19303810000000002 +m5,m,tvae,TVAE,direction_consistency,Direction consistency,31,0.330625 +m5,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,43,0.4228088139534884 +m6,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.74723775 +m6,m,arf,ARF,direction_consistency,Direction consistency,40,0.698693825 +m6,m,arf,ARF,slice_level_consistency,Slice-level consistency,29,0.5908293448275862 +m6,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.67576795 +m6,m,bayesnet,BayesNet,direction_consistency,Direction consistency,40,0.6893612 +m6,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,29,0.5427507931034483 +m6,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.6026152 +m6,m,ctgan,CTGAN,direction_consistency,Direction consistency,40,0.5793402750000001 +m6,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,29,0.4703749655172414 +m6,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.64415685 +m6,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,40,0.5264362 +m6,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,29,0.427101275862069 +m6,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.67759775 +m6,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,40,0.6767484500000001 +m6,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,29,0.5715544827586206 +m6,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.62878775 +m6,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,40,0.6164799999999999 +m6,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,29,0.5033472068965517 +m6,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.1 +m6,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,40,0.10576922500000001 +m6,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,29,0.06896551724137931 +m6,m,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.6593628500000001 +m6,m,tabdiff,TabDiff,direction_consistency,Direction consistency,40,0.633358625 +m6,m,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,29,0.545926448275862 +m6,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.6901457 +m6,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,40,0.615069775 +m6,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,29,0.5045010689655173 +m6,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.64037475 +m6,m,tabsyn,TabSyn,direction_consistency,Direction consistency,40,0.6357498749999999 +m6,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,29,0.5288551034482759 +m6,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.3794475 +m6,m,tvae,TVAE,direction_consistency,Direction consistency,40,0.3784978 +m6,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,29,0.30839796551724136 +m7,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,1.0 +m7,m,arf,ARF,direction_consistency,Direction consistency,31,0.9935483870967742 +m7,m,arf,ARF,slice_level_consistency,Slice-level consistency,43,0.9511627906976744 +m7,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,1.0 +m7,m,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.9966043870967742 +m7,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,43,0.9485788139534883 +m7,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.9888889000000001 +m7,m,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.9903225806451613 +m7,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,43,0.8755814418604652 +m7,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.5232558 +m7,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,31,0.24945490322580643 +m7,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,43,0.7173126511627906 +m7,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,1.0 +m7,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,1.0 +m7,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,43,0.9534883720930233 +m7,m,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,1.0 +m7,m,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,31,0.9932088387096774 +m7,m,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,43,0.9509043953488372 +m7,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.6 +m7,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,31,0.4838709677419355 +m7,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,43,0.741860465116279 +m7,m,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.99 +m7,m,tabdiff,TabDiff,direction_consistency,Direction consistency,31,0.9935483870967742 +m7,m,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,43,0.9485788139534883 +m7,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.9 +m7,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,31,0.8709677419354839 +m7,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,43,0.8927648604651163 +m7,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,1.0 +m7,m,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.9966043870967742 +m7,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,43,0.9511627906976744 +m7,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.8230556 +m7,m,tvae,TVAE,direction_consistency,Direction consistency,31,0.9516129032258065 +m7,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,43,0.7724806744186047 +m8,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.8952038999999999 +m8,m,arf,ARF,direction_consistency,Direction consistency,40,0.8620934 +m8,m,arf,ARF,slice_level_consistency,Slice-level consistency,34,0.8984905588235295 +m8,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.9135566 +m8,m,bayesnet,BayesNet,direction_consistency,Direction consistency,40,0.887118175 +m8,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,34,0.9055239117647059 +m8,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.6084655999999999 +m8,m,ctgan,CTGAN,direction_consistency,Direction consistency,40,0.550840425 +m8,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,34,0.5802886176470589 +m8,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.8013617999999999 +m8,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,40,0.8332238499999999 +m8,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,34,0.8471834117647059 +m8,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.9314208 +m8,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,40,0.9116531999999999 +m8,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,34,0.9179114705882353 +m8,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.8683617 +m8,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,40,0.7271508 +m8,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,34,0.8656285588235294 +m8,m,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,20,0.9071515 +m8,m,tabdiff,TabDiff,direction_consistency,Direction consistency,40,0.89954795 +m8,m,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,34,0.8997855588235294 +m8,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.9388313 +m8,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,40,0.900911575 +m8,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,34,0.9159055294117647 +m8,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.8914630000000001 +m8,m,tabsyn,TabSyn,direction_consistency,Direction consistency,40,0.8712576500000001 +m8,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,34,0.8908282647058823 +m8,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.585304 +m8,m,tvae,TVAE,direction_consistency,Direction consistency,40,0.5362919749999999 +m8,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,34,0.5884352352941177 +m9,m,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.74556015 +m9,m,arf,ARF,direction_consistency,Direction consistency,30,0.8801901999999999 +m9,m,arf,ARF,slice_level_consistency,Slice-level consistency,27,0.7353487777777779 +m9,m,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.8782724 +m9,m,bayesnet,BayesNet,direction_consistency,Direction consistency,30,0.9773217333333334 +m9,m,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,27,0.8085937407407408 +m9,m,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.7322209 +m9,m,ctgan,CTGAN,direction_consistency,Direction consistency,30,0.8761869333333333 +m9,m,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,27,0.7287622222222223 +m9,m,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,20,0.0 +m9,m,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,30,0.0 +m9,m,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,27,0.0 +m9,m,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.9447875 +m9,m,realtabformer,RealTabFormer,direction_consistency,Direction consistency,30,0.9827560666666667 +m9,m,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,27,0.9002032592592593 +m9,m,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,20,0.8262413000000001 +m9,m,tabddpm,TabDDPM,direction_consistency,Direction consistency,30,0.9775020666666666 +m9,m,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,27,0.8034222592592593 +m9,m,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,20,0.6564097999999999 +m9,m,tabpfgen,TabPFGen,direction_consistency,Direction consistency,30,0.7531112 +m9,m,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,27,0.6540533703703704 +m9,m,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.8855786 +m9,m,tabsyn,TabSyn,direction_consistency,Direction consistency,30,0.9771643999999999 +m9,m,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,27,0.8213518888888888 +m9,m,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.53348925 +m9,m,tvae,TVAE,direction_consistency,Direction consistency,30,0.49392483333333337 +m9,m,tvae,TVAE,slice_level_consistency,Slice-level consistency,27,0.5407544074074074 +n1,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,arf,ARF,direction_consistency,Direction consistency,8,1.0 +n1,n,arf,ARF,slice_level_consistency,Slice-level consistency,32,0.7447916875 +n1,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,bayesnet,BayesNet,direction_consistency,Direction consistency,8,1.0 +n1,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,32,0.6875 +n1,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,ctgan,CTGAN,direction_consistency,Direction consistency,8,1.0 +n1,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,32,0.484375 +n1,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n1,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,8,0.0 +n1,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,32,0.4375 +n1,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,8,1.0 +n1,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,32,0.96875 +n1,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,8,1.0 +n1,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,32,0.96875 +n1,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n1,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,8,0.0 +n1,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,32,0.55208334375 +n1,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,8,1.0 +n1,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,32,0.5572916875 +n1,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,tabsyn,TabSyn,direction_consistency,Direction consistency,8,1.0 +n1,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,32,1.0 +n1,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,12,0.8333333333333334 +n1,n,tvae,TVAE,direction_consistency,Direction consistency,8,1.0 +n1,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,32,0.5572916875 +n10,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,arf,ARF,direction_consistency,Direction consistency,8,1.0 +n10,n,arf,ARF,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,bayesnet,BayesNet,direction_consistency,Direction consistency,8,1.0 +n10,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,ctgan,CTGAN,direction_consistency,Direction consistency,8,1.0 +n10,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n10,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,8,0.0 +n10,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,32,0.375 +n10,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,8,1.0 +n10,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,8,1.0 +n10,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,8,1.0 +n10,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,8,1.0 +n10,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,32,0.625 +n10,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n10,n,tabsyn,TabSyn,direction_consistency,Direction consistency,8,0.0 +n10,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,32,0.375 +n10,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,12,0.75 +n10,n,tvae,TVAE,direction_consistency,Direction consistency,8,1.0 +n10,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,32,0.625 +n11,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,arf,ARF,direction_consistency,Direction consistency,8,1.0 +n11,n,arf,ARF,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,bayesnet,BayesNet,direction_consistency,Direction consistency,8,1.0 +n11,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,ctgan,CTGAN,direction_consistency,Direction consistency,8,1.0 +n11,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n11,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,8,0.0 +n11,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,44,0.2727272727272727 +n11,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,8,1.0 +n11,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,8,1.0 +n11,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,8,1.0 +n11,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,8,1.0 +n11,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n11,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n11,n,tabsyn,TabSyn,direction_consistency,Direction consistency,8,0.0 +n11,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,44,0.2727272727272727 +n11,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,12,0.5 +n11,n,tvae,TVAE,direction_consistency,Direction consistency,8,1.0 +n11,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,44,0.45454545454545453 +n12,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,16,0.8699085 +n12,n,arf,ARF,direction_consistency,Direction consistency,20,0.8484330999999999 +n12,n,arf,ARF,slice_level_consistency,Slice-level consistency,27,0.892062037037037 +n12,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,16,0.8206555 +n12,n,bayesnet,BayesNet,direction_consistency,Direction consistency,20,0.8026344999999999 +n12,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,27,0.8459819629629629 +n12,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,16,0.7583432499999999 +n12,n,ctgan,CTGAN,direction_consistency,Direction consistency,20,0.745162 +n12,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,27,0.8230047037037037 +n12,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,16,0.0 +n12,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,20,0.0 +n12,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,27,0.4074074074074074 +n12,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,16,0.0 +n12,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,20,0.06666659999999999 +n12,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,27,0.4074074074074074 +n12,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,16,0.701387 +n12,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,20,0.661365 +n12,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,27,0.7742117407407407 +n12,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,16,0.58280025 +n12,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,20,0.5068302 +n12,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,27,0.7188664814814815 +n12,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,16,0.0 +n12,n,tabsyn,TabSyn,direction_consistency,Direction consistency,20,0.0 +n12,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,27,0.4074074074074074 +n12,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,16,0.7873353750000001 +n12,n,tvae,TVAE,direction_consistency,Direction consistency,20,0.772415 +n12,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,27,0.8361067037037038 +n14,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.04343455555555556 +n14,n,arf,ARF,direction_consistency,Direction consistency,28,0.18849192857142857 +n14,n,arf,ARF,slice_level_consistency,Slice-level consistency,43,0.3836906976744186 +n14,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.0014594999999999999 +n14,n,bayesnet,BayesNet,direction_consistency,Direction consistency,28,0.16431682142857143 +n14,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,43,0.3534569767441861 +n14,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n14,n,ctgan,CTGAN,direction_consistency,Direction consistency,28,0.1488094642857143 +n14,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,43,0.32558139534883723 +n14,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.037281888888888885 +n14,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,28,0.18501378571428573 +n14,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,43,0.36268255813953487 +n14,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n14,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,28,0.11904767857142858 +n14,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,43,0.32558139534883723 +n14,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n14,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,28,0.1488094642857143 +n14,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,43,0.32558139534883723 +n14,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.050354333333333334 +n14,n,tabsyn,TabSyn,direction_consistency,Direction consistency,28,0.048456928571428574 +n14,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,43,0.3324506976744186 +n14,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n14,n,tvae,TVAE,direction_consistency,Direction consistency,28,0.1488094642857143 +n14,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,43,0.32558139534883723 +n15,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,42,0.6604729523809524 +n15,n,arf,ARF,direction_consistency,Direction consistency,31,0.7482938387096775 +n15,n,arf,ARF,slice_level_consistency,Slice-level consistency,29,0.6445693448275862 +n15,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,42,0.6862917857142857 +n15,n,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.7949778387096774 +n15,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,29,0.6502477586206897 +n15,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,42,0.26016064285714285 +n15,n,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.3714375161290323 +n15,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,29,0.4091945172413793 +n15,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,42,0.6610277619047619 +n15,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,0.7068535161290322 +n15,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,29,0.6204610344827586 +n15,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,42,0.0 +n15,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,31,0.0 +n15,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,29,0.0 +n15,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,42,0.7930111904761904 +n15,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,31,0.8222401612903226 +n15,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,29,0.6906726551724137 +n15,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,42,0.07142857142857142 +n15,n,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.14961593548387095 +n15,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,29,0.23891631034482758 +n15,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,42,0.400671380952381 +n15,n,tvae,TVAE,direction_consistency,Direction consistency,31,0.3638695806451613 +n15,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,29,0.3574430344827586 +n16,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n16,n,arf,ARF,direction_consistency,Direction consistency,20,0.0 +n16,n,arf,ARF,slice_level_consistency,Slice-level consistency,51,0.38235294117647056 +n16,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,12,0.3333333333333333 +n16,n,bayesnet,BayesNet,direction_consistency,Direction consistency,20,1.0 +n16,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,51,0.7647058823529411 +n16,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,12,0.3333333333333333 +n16,n,ctgan,CTGAN,direction_consistency,Direction consistency,20,0.75 +n16,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,51,0.6568627450980392 +n16,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n16,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,20,0.0 +n16,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,51,0.43137254901960786 +n16,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n16,n,tabsyn,TabSyn,direction_consistency,Direction consistency,20,0.0 +n16,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,51,0.43137254901960786 +n16,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,12,0.3333333333333333 +n16,n,tvae,TVAE,direction_consistency,Direction consistency,20,0.9416666499999999 +n16,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,51,0.620915 +n17,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.6774357777777777 +n17,n,arf,ARF,direction_consistency,Direction consistency,32,0.73993590625 +n17,n,arf,ARF,slice_level_consistency,Slice-level consistency,49,0.7140854081632653 +n17,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.47162522222222225 +n17,n,bayesnet,BayesNet,direction_consistency,Direction consistency,32,0.5286189375 +n17,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,49,0.4619709591836734 +n17,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.5130459444444444 +n17,n,ctgan,CTGAN,direction_consistency,Direction consistency,32,0.5004429687499999 +n17,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,49,0.4625989591836735 +n17,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.5559474999999999 +n17,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,32,0.437424375 +n17,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,49,0.5963769591836734 +n17,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.6564571111111112 +n17,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,32,0.6087319375 +n17,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,49,0.6522979795918368 +n17,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.8009683333333333 +n17,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,32,0.7748361875 +n17,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,49,0.8503664285714285 +n17,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n17,n,tabsyn,TabSyn,direction_consistency,Direction consistency,32,0.01197746875 +n17,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,49,0.15871822448979592 +n17,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.49589861111111116 +n17,n,tvae,TVAE,direction_consistency,Direction consistency,32,0.4040755 +n17,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,49,0.4316750408163265 +n18,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.5252298333333333 +n18,n,arf,ARF,direction_consistency,Direction consistency,20,0.3178167 +n18,n,arf,ARF,slice_level_consistency,Slice-level consistency,24,0.6778517916666668 +n18,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.258282 +n18,n,bayesnet,BayesNet,direction_consistency,Direction consistency,20,0.30404565 +n18,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,24,0.6073717916666667 +n18,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.219169 +n18,n,ctgan,CTGAN,direction_consistency,Direction consistency,20,0.0075362 +n18,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,24,0.2828984583333333 +n18,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.11767377777777778 +n18,n,tvae,TVAE,direction_consistency,Direction consistency,20,0.0067708 +n18,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,24,0.5576791666666666 +n19,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.7236192222222222 +n19,n,arf,ARF,direction_consistency,Direction consistency,20,0.8096833 +n19,n,arf,ARF,slice_level_consistency,Slice-level consistency,24,0.7677884583333333 +n19,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.7481097777777778 +n19,n,bayesnet,BayesNet,direction_consistency,Direction consistency,20,0.8249178 +n19,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,24,0.77657425 +n19,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.45164650000000006 +n19,n,ctgan,CTGAN,direction_consistency,Direction consistency,20,0.51248745 +n19,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,24,0.7480007916666667 +n19,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n19,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,20,0.01035155 +n19,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,24,0.39555416666666665 +n19,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.7660228888888889 +n19,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,20,0.8573681000000001 +n19,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,24,0.7424855416666666 +n19,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.7069635000000001 +n19,n,tvae,TVAE,direction_consistency,Direction consistency,20,0.7485931 +n19,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,24,0.7590849583333333 +n2,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,8,0.004162 +n2,n,arf,ARF,direction_consistency,Direction consistency,25,0.03599552 +n2,n,arf,ARF,slice_level_consistency,Slice-level consistency,28,0.46651535714285713 +n2,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n2,n,bayesnet,BayesNet,direction_consistency,Direction consistency,25,1.0 +n2,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,28,1.0 +n2,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,ctgan,CTGAN,direction_consistency,Direction consistency,25,0.0 +n2,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,28,0.4107142857142857 +n2,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,25,0.0 +n2,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,28,0.3392856785714286 +n2,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n2,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,25,1.0 +n2,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,28,1.0 +n2,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,25,0.0 +n2,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,28,0.35714282142857146 +n2,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,25,0.0 +n2,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,28,0.3392856785714286 +n2,n,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,tabdiff,TabDiff,direction_consistency,Direction consistency,25,0.0 +n2,n,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,28,0.35714282142857146 +n2,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,25,0.0 +n2,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,28,0.4107142857142857 +n2,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,8,0.088889 +n2,n,tabsyn,TabSyn,direction_consistency,Direction consistency,25,0.12533344 +n2,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,28,0.5119048214285714 +n2,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n2,n,tvae,TVAE,direction_consistency,Direction consistency,25,0.0 +n2,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,28,0.4107142857142857 +n20,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,8,0.00346 +n20,n,arf,ARF,direction_consistency,Direction consistency,21,0.007213095238095238 +n20,n,arf,ARF,slice_level_consistency,Slice-level consistency,32,0.37588025 +n20,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,8,0.00015125 +n20,n,bayesnet,BayesNet,direction_consistency,Direction consistency,21,0.004165285714285714 +n20,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,32,0.375045375 +n20,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n20,n,ctgan,CTGAN,direction_consistency,Direction consistency,21,0.0 +n20,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,32,0.29166675 +n20,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,8,0.5808805 +n20,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,21,0.6249616666666666 +n20,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,32,0.5305195 +n20,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n20,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,21,0.0 +n20,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,32,0.1875 +n20,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n20,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,21,0.0 +n20,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,32,0.375 +n20,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,8,0.000121 +n20,n,tabsyn,TabSyn,direction_consistency,Direction consistency,21,0.00010947619047619046 +n20,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,32,0.3333635625 +n20,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n20,n,tvae,TVAE,direction_consistency,Direction consistency,21,0.0 +n20,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,32,0.29166675 +n3,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,16,0.001105875 +n3,n,arf,ARF,direction_consistency,Direction consistency,33,0.003829969696969697 +n3,n,arf,ARF,slice_level_consistency,Slice-level consistency,36,0.0007547777777777778 +n3,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,16,0.0 +n3,n,bayesnet,BayesNet,direction_consistency,Direction consistency,33,0.0 +n3,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,36,0.0 +n3,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,16,0.017857125 +n3,n,ctgan,CTGAN,direction_consistency,Direction consistency,33,0.030303000000000004 +n3,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,36,0.01190475 +n3,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,16,0.053571375 +n3,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,33,0.090909 +n3,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,36,0.06349202777777778 +n3,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,16,0.727706125 +n3,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,33,0.7985287575757576 +n3,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,36,0.6035350833333334 +n3,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,16,0.083353625 +n3,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,33,0.11776512121212122 +n3,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,36,0.1391711111111111 +n3,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,16,0.00058875 +n3,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,33,0.0028262121212121213 +n3,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,36,0.0004362222222222222 +n3,n,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,16,0.098009625 +n3,n,tabdiff,TabDiff,direction_consistency,Direction consistency,33,0.14316160606060607 +n3,n,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,36,0.1200921388888889 +n3,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,16,0.03756125 +n3,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,33,0.06369660606060606 +n3,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,36,0.025028055555555553 +n3,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,16,0.039884499999999996 +n3,n,tabsyn,TabSyn,direction_consistency,Direction consistency,33,0.052367666666666673 +n3,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,36,0.18252672222222222 +n3,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,16,0.017857125 +n3,n,tvae,TVAE,direction_consistency,Direction consistency,33,0.030303000000000004 +n3,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,36,0.01190475 +n4,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.24160116666666667 +n4,n,arf,ARF,direction_consistency,Direction consistency,28,0.09178446428571428 +n4,n,arf,ARF,slice_level_consistency,Slice-level consistency,20,0.2401395 +n4,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.2222222222222222 +n4,n,bayesnet,BayesNet,direction_consistency,Direction consistency,28,0.03571428571428571 +n4,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,20,0.2 +n4,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.1111111111111111 +n4,n,ctgan,CTGAN,direction_consistency,Direction consistency,28,0.03571428571428571 +n4,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,20,0.1 +n4,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.5355166666666666 +n4,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,28,0.3508866785714286 +n4,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,20,0.6497116000000001 +n4,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,18,0.23494916666666665 +n4,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,28,0.11921107142857143 +n4,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,20,0.3021051 +n4,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n4,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,28,0.038265321428571426 +n4,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,20,0.0 +n4,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.2222222222222222 +n4,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,28,0.03571428571428571 +n4,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,20,0.2 +n4,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.2291162777777778 +n4,n,tabsyn,TabSyn,direction_consistency,Direction consistency,28,0.09163157142857144 +n4,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,20,0.2529438 +n4,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.11148688888888889 +n4,n,tvae,TVAE,direction_consistency,Direction consistency,28,0.03608010714285714 +n4,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,20,0.10003290000000001 +n5,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.26066888888888884 +n5,n,arf,ARF,direction_consistency,Direction consistency,28,0.3404827142857143 +n5,n,arf,ARF,slice_level_consistency,Slice-level consistency,34,0.7072473529411765 +n5,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.26971933333333337 +n5,n,bayesnet,BayesNet,direction_consistency,Direction consistency,28,0.3274106071428572 +n5,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,34,0.5588356176470588 +n5,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.23688166666666666 +n5,n,ctgan,CTGAN,direction_consistency,Direction consistency,28,0.29100532142857144 +n5,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,34,0.5519828235294117 +n5,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,18,1.2388888888888889e-05 +n5,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,28,1.675e-05 +n5,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,34,0.41177329411764707 +n5,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.3473027777777778 +n5,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,28,0.40466089285714285 +n5,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,34,0.549263705882353 +n5,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,18,0.28898016666666665 +n5,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,28,0.3159658214285714 +n5,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,34,0.5506544999999999 +n5,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.0035061666666666665 +n5,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,28,0.018374642857142857 +n5,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,34,0.2949332647058823 +n5,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.31488505555555557 +n5,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,28,0.3445378214285714 +n5,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,34,0.5576044117647059 +n5,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.0018860555555555555 +n5,n,tabsyn,TabSyn,direction_consistency,Direction consistency,28,0.018497464285714284 +n5,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,34,0.4119838823529412 +n5,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.22339983333333333 +n5,n,tvae,TVAE,direction_consistency,Direction consistency,28,0.2752268214285714 +n5,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,34,0.5435794705882353 +n6,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,arf,ARF,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,arf,ARF,slice_level_consistency,Slice-level consistency,32,0.78125 +n6,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,bayesnet,BayesNet,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,32,0.65625 +n6,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,ctgan,CTGAN,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,32,0.625 +n6,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n6,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,17,0.0 +n6,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,32,0.375 +n6,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,32,0.84375 +n6,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,32,0.65625 +n6,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n6,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,17,0.0 +n6,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,32,0.59375 +n6,n,tabdiff,TabDiff,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,tabdiff,TabDiff,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,tabdiff,TabDiff,slice_level_consistency,Slice-level consistency,32,0.625 +n6,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,32,0.84375 +n6,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,8,0.0 +n6,n,tabsyn,TabSyn,direction_consistency,Direction consistency,17,0.0 +n6,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,32,0.46875 +n6,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,8,1.0 +n6,n,tvae,TVAE,direction_consistency,Direction consistency,17,0.9411764705882353 +n6,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,32,0.75 +n7,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,arf,ARF,direction_consistency,Direction consistency,12,0.9351851666666667 +n7,n,arf,ARF,slice_level_consistency,Slice-level consistency,36,0.7002824722222223 +n7,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,bayesnet,BayesNet,direction_consistency,Direction consistency,12,1.0 +n7,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,36,0.9404761944444444 +n7,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,ctgan,CTGAN,direction_consistency,Direction consistency,12,0.9404761666666667 +n7,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,36,0.7273295833333333 +n7,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,12,0.0 +n7,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,12,0.0 +n7,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,36,0.3333333333333333 +n7,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,12,1.0 +n7,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,36,0.9197310555555556 +n7,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,12,1.0 +n7,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,36,0.8763763611111111 +n7,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,12,0.525 +n7,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,12,0.8652777500000001 +n7,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,36,0.71683225 +n7,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,12,1.0 +n7,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,36,0.9444444444444444 +n7,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,tabsyn,TabSyn,direction_consistency,Direction consistency,12,1.0 +n7,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,36,0.8345078055555555 +n7,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,12,0.5833333333333334 +n7,n,tvae,TVAE,direction_consistency,Direction consistency,12,0.9444444166666667 +n7,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,36,0.7193606388888889 +n8,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,20,0.0667665 +n8,n,arf,ARF,direction_consistency,Direction consistency,31,0.021505354838709675 +n8,n,arf,ARF,slice_level_consistency,Slice-level consistency,20,0.0 +n8,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,20,0.025 +n8,n,bayesnet,BayesNet,direction_consistency,Direction consistency,31,0.016129032258064516 +n8,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,20,0.0 +n8,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,20,0.27499989999999996 +n8,n,ctgan,CTGAN,direction_consistency,Direction consistency,31,0.19892464516129033 +n8,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,20,0.13333319999999999 +n8,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,20,0.09135475 +n8,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,31,0.1338066129032258 +n8,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,20,0.0 +n8,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,20,0.05 +n8,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,31,0.06151051612903226 +n8,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,20,0.13333319999999999 +n8,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,20,0.1254443 +n8,n,tabsyn,TabSyn,direction_consistency,Direction consistency,31,0.12017800000000001 +n8,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,20,0.13333319999999999 +n8,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,20,0.050079399999999996 +n8,n,tvae,TVAE,direction_consistency,Direction consistency,31,0.03225806451612903 +n8,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,20,0.0 +n9,n,arf,ARF,dependency_strength_similarity,Dependency strength similarity,18,0.5571157777777778 +n9,n,arf,ARF,direction_consistency,Direction consistency,28,0.6481285357142857 +n9,n,arf,ARF,slice_level_consistency,Slice-level consistency,19,0.5219717368421053 +n9,n,bayesnet,BayesNet,dependency_strength_similarity,Dependency strength similarity,18,0.6218603333333333 +n9,n,bayesnet,BayesNet,direction_consistency,Direction consistency,28,0.6620988214285715 +n9,n,bayesnet,BayesNet,slice_level_consistency,Slice-level consistency,19,0.5219356842105264 +n9,n,ctgan,CTGAN,dependency_strength_similarity,Dependency strength similarity,18,0.6041202777777778 +n9,n,ctgan,CTGAN,direction_consistency,Direction consistency,28,0.6261091428571428 +n9,n,ctgan,CTGAN,slice_level_consistency,Slice-level consistency,19,0.47406184210526314 +n9,n,forestdiffusion,ForestDiffusion,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n9,n,forestdiffusion,ForestDiffusion,direction_consistency,Direction consistency,28,0.0 +n9,n,forestdiffusion,ForestDiffusion,slice_level_consistency,Slice-level consistency,19,0.0 +n9,n,realtabformer,RealTabFormer,dependency_strength_similarity,Dependency strength similarity,18,0.759354 +n9,n,realtabformer,RealTabFormer,direction_consistency,Direction consistency,28,0.8281761071428572 +n9,n,realtabformer,RealTabFormer,slice_level_consistency,Slice-level consistency,19,0.7217101578947368 +n9,n,tabbyflow,TabbyFlow,dependency_strength_similarity,Dependency strength similarity,18,0.5417653888888889 +n9,n,tabbyflow,TabbyFlow,direction_consistency,Direction consistency,28,0.6296700714285715 +n9,n,tabbyflow,TabbyFlow,slice_level_consistency,Slice-level consistency,19,0.5177614210526316 +n9,n,tabddpm,TabDDPM,dependency_strength_similarity,Dependency strength similarity,18,0.5498357222222222 +n9,n,tabddpm,TabDDPM,direction_consistency,Direction consistency,28,0.6555104642857142 +n9,n,tabddpm,TabDDPM,slice_level_consistency,Slice-level consistency,19,0.5272746842105264 +n9,n,tabpfgen,TabPFGen,dependency_strength_similarity,Dependency strength similarity,18,0.7002982222222223 +n9,n,tabpfgen,TabPFGen,direction_consistency,Direction consistency,28,0.7148568571428572 +n9,n,tabpfgen,TabPFGen,slice_level_consistency,Slice-level consistency,19,0.7076125789473684 +n9,n,tabsyn,TabSyn,dependency_strength_similarity,Dependency strength similarity,18,0.0 +n9,n,tabsyn,TabSyn,direction_consistency,Direction consistency,28,0.0 +n9,n,tabsyn,TabSyn,slice_level_consistency,Slice-level consistency,19,0.0 +n9,n,tvae,TVAE,dependency_strength_similarity,Dependency strength similarity,18,0.5893805555555556 +n9,n,tvae,TVAE,direction_consistency,Direction consistency,28,0.6257550357142857 +n9,n,tvae,TVAE,slice_level_consistency,Slice-level consistency,19,0.4825606842105263