File size: 7,717 Bytes
f677b3b | 1 2 3 4 5 6 7 8 9 10 11 12 13 | model_id,model_label,dataset_count,dataset_prefixes,tail_breakdown_score__mean,tail_breakdown_score__std,tail_breakdown_score__se,tail_breakdown_score__ci95_low,tail_breakdown_score__ci95_high,tail_breakdown_score__ci95_radius,tail_coverage_score__mean,tail_coverage_score__std,tail_coverage_score__se,tail_coverage_score__ci95_low,tail_coverage_score__ci95_high,tail_coverage_score__ci95_radius,tail_set_consistency__mean,tail_set_consistency__std,tail_set_consistency__se,tail_set_consistency__ci95_low,tail_set_consistency__ci95_high,tail_set_consistency__ci95_radius,tail_mass_similarity__mean,tail_mass_similarity__std,tail_mass_similarity__se,tail_mass_similarity__ci95_low,tail_mass_similarity__ci95_high,tail_mass_similarity__ci95_radius,tail_concentration_consistency__mean,tail_concentration_consistency__std,tail_concentration_consistency__se,tail_concentration_consistency__ci95_low,tail_concentration_consistency__ci95_high,tail_concentration_consistency__ci95_radius,coverage_minus_concentration__mean,coverage_minus_concentration__std,coverage_minus_concentration__se,coverage_minus_concentration__ci95_low,coverage_minus_concentration__ci95_high,coverage_minus_concentration__ci95_radius,tail_breakdown_score_fragility_drop__mean,tail_breakdown_score_fragility_drop__std,tail_breakdown_score_fragility_drop__se,tail_breakdown_score_fragility_drop__ci95_low,tail_breakdown_score_fragility_drop__ci95_high,tail_breakdown_score_fragility_drop__ci95_radius,tail_concentration_consistency_fragility_drop__mean,tail_concentration_consistency_fragility_drop__std,tail_concentration_consistency_fragility_drop__se,tail_concentration_consistency_fragility_drop__ci95_low,tail_concentration_consistency_fragility_drop__ci95_high,tail_concentration_consistency_fragility_drop__ci95_radius,tail_coverage_score_fragility_drop__mean,tail_coverage_score_fragility_drop__std,tail_coverage_score_fragility_drop__se,tail_coverage_score_fragility_drop__ci95_low,tail_coverage_score_fragility_drop__ci95_high,tail_coverage_score_fragility_drop__ci95_radius
arf,ARF,48,"c,m,n",0.414352,0.284643,0.041085,0.333826,0.494878,0.080526,0.345234,0.255275,0.036846,0.273017,0.417452,0.072218,0.107224,0.217086,0.031334,0.04581,0.168638,0.061414,0.583244,0.387231,0.055892,0.473696,0.692793,0.109548,0.552589,0.392538,0.056658,0.441539,0.663638,0.11105,-0.207354,0.249054,0.035948,-0.277812,-0.136897,0.070458,0.144239,0.240846,0.034763,0.076103,0.212374,0.068136,0.041855,0.310536,0.044822,-0.045996,0.129706,0.087851,0.19543,0.258078,0.03725,0.12242,0.268441,0.073011
bayesnet,BayesNet,48,"c,m,n",0.483312,0.304243,0.043914,0.397241,0.569383,0.086071,0.425008,0.298528,0.043089,0.340554,0.509462,0.084454,0.289001,0.356497,0.051456,0.188148,0.389855,0.100853,0.561014,0.376103,0.054286,0.454614,0.667415,0.1064,0.59992,0.361721,0.05221,0.497589,0.702251,0.102331,-0.174912,0.216987,0.031319,-0.236298,-0.113526,0.061386,-0.012586,0.263475,0.038029,-0.087124,0.061951,0.074537,-0.059922,0.257223,0.037127,-0.13269,0.012847,0.072769,0.011082,0.305756,0.044132,-0.075417,0.097581,0.086499
ctgan,CTGAN,46,"c,m,n",0.352728,0.222595,0.03282,0.288401,0.417055,0.064327,0.240862,0.193158,0.02848,0.185042,0.296682,0.05582,0.113207,0.213249,0.031442,0.051581,0.174833,0.061626,0.368516,0.337061,0.049697,0.27111,0.465922,0.097406,0.576461,0.332669,0.049049,0.480325,0.672598,0.096137,-0.3356,0.234444,0.034567,-0.403351,-0.267849,0.067751,0.054566,0.198424,0.029256,-0.002776,0.111908,0.057342,-0.136944,0.295116,0.043512,-0.222228,-0.05166,0.085284,0.150321,0.217127,0.032014,0.087575,0.213068,0.062747
forestdiffusion,ForestDiffusion,17,"c,m,n",0.113008,0.187357,0.045441,0.023944,0.202072,0.089064,0.075238,0.142696,0.034609,0.007404,0.143072,0.067834,0.008126,0.022175,0.005378,-0.002415,0.018667,0.010541,0.14235,0.271832,0.065929,0.013129,0.27157,0.129221,0.188549,0.301438,0.073109,0.045254,0.331843,0.143294,-0.113311,0.19855,0.048155,-0.207695,-0.018926,0.094385,0.077406,0.167556,0.040638,-0.002245,0.157057,0.079651,0.036831,0.286815,0.069563,-0.099512,0.173174,0.136343,0.097694,0.153866,0.037318,0.024551,0.170837,0.073143
realtabformer,RealTabFormer,43,"c,m,n",0.53603,0.25663,0.039136,0.459323,0.612736,0.076706,0.445275,0.270477,0.041247,0.36443,0.52612,0.080845,0.252227,0.325055,0.04957,0.155069,0.349385,0.097158,0.638322,0.340814,0.051974,0.536454,0.740191,0.101868,0.717539,0.280174,0.042726,0.633796,0.801282,0.083743,-0.272265,0.202124,0.030824,-0.332679,-0.21185,0.060414,0.120496,0.233007,0.035533,0.050851,0.190141,0.069645,-0.005619,0.327873,0.05,-0.103619,0.092382,0.098,0.183554,0.25878,0.039464,0.106205,0.260902,0.077348
tabbyflow,TabbyFlow,31,"c,m,n",0.230673,0.283262,0.050875,0.130958,0.330389,0.099716,0.185635,0.240351,0.043168,0.101025,0.270245,0.08461,0.052515,0.170345,0.030595,-0.007451,0.112481,0.059966,0.318754,0.391853,0.070379,0.180812,0.456697,0.137942,0.320751,0.37991,0.068234,0.187013,0.454489,0.133738,-0.135116,0.169516,0.030446,-0.19479,-0.075442,0.059674,0.084431,0.201956,0.036272,0.013337,0.155525,0.071094,0.119711,0.285841,0.051338,0.019087,0.220334,0.100623,0.066791,0.175062,0.031442,0.005164,0.128418,0.061627
tabddpm,TabDDPM,37,"c,m,n",0.225363,0.252863,0.04157,0.143885,0.306841,0.081478,0.134917,0.20882,0.03433,0.067631,0.202204,0.067287,0.044122,0.152867,0.025131,-0.005135,0.093379,0.049257,0.225713,0.367554,0.060426,0.107279,0.344147,0.118434,0.406253,0.391707,0.064396,0.280037,0.53247,0.126217,-0.271336,0.270629,0.044491,-0.358538,-0.184133,0.087203,0.000294,0.178746,0.029386,-0.057302,0.057889,0.057596,-0.181987,0.402012,0.06609,-0.311524,-0.05245,0.129537,0.091434,0.157406,0.025877,0.040714,0.142154,0.05072
tabdiff,TabDiff,14,"c,m",0.10507,0.212247,0.056725,-0.006112,0.216252,0.111182,0.087918,0.189199,0.050565,-0.01119,0.187027,0.099108,0.039524,0.127065,0.03396,-0.027037,0.106084,0.066561,0.136313,0.266142,0.071129,-0.003101,0.275726,0.139413,0.139373,0.264903,0.070798,0.000608,0.278137,0.138765,-0.051454,0.099643,0.026631,-0.10365,0.000742,0.052196,0.109193,0.229552,0.06135,-0.011054,0.22944,0.120247,0.109112,0.334868,0.089497,-0.066303,0.284526,0.175415,0.109234,0.189175,0.050559,0.010138,0.20833,0.099096
tabpfgen,TabPFGen,38,"c,m,n",0.357444,0.265057,0.042998,0.273168,0.44172,0.084276,0.272256,0.234878,0.038102,0.197576,0.346937,0.07468,0.106096,0.194316,0.031522,0.044312,0.167879,0.061783,0.438417,0.379976,0.06164,0.317602,0.559232,0.120815,0.527819,0.368112,0.059716,0.410777,0.644862,0.117043,-0.255563,0.229374,0.037209,-0.328494,-0.182633,0.07293,0.109482,0.288743,0.04684,0.017675,0.201289,0.091807,0.003894,0.361713,0.058678,-0.111114,0.118902,0.115008,0.162277,0.320781,0.052038,0.060283,0.26427,0.101994
tabsyn,TabSyn,34,"c,m,n",0.221835,0.309424,0.053066,0.117826,0.325844,0.104009,0.183844,0.267155,0.045817,0.094043,0.273644,0.089801,0.076276,0.200038,0.034306,0.009036,0.143517,0.06724,0.291411,0.400221,0.068637,0.156882,0.42594,0.134529,0.297817,0.403692,0.069233,0.162121,0.433512,0.135696,-0.113973,0.166499,0.028554,-0.16994,-0.058007,0.055967,0.038609,0.236176,0.040504,-0.040779,0.117996,0.079387,0.035961,0.346714,0.059461,-0.080582,0.152505,0.116543,0.039932,0.19836,0.034019,-0.026744,0.106609,0.066676
tvae,TVAE,47,"c,m,n",0.311286,0.201439,0.029383,0.253696,0.368877,0.057591,0.207347,0.175986,0.02567,0.157033,0.25766,0.050314,0.049527,0.146858,0.021421,0.007541,0.091513,0.041986,0.365166,0.332397,0.048485,0.270136,0.460197,0.095031,0.519165,0.304885,0.044472,0.432,0.60633,0.087165,-0.311818,0.223037,0.032533,-0.375584,-0.248053,0.063765,0.059428,0.206012,0.03005,0.000531,0.118326,0.058898,-0.143841,0.4109,0.059936,-0.261316,-0.026367,0.117474,0.161063,0.189406,0.027628,0.106913,0.215214,0.05415
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