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Add LimiX-2; 26 models (#200)
0847f23 verified 2 days ago
243 kB
dataset,tier,task,modality,model,metric,test_error,test_error_std,test_score,folds,n_train
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,CatBoost,roc_auc,0.096204,0.003273,0.903796,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Causilo,roc_auc,0.090035,0.003681,0.909965,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,ConTextTab,roc_auc,0.094719,0.003129,0.905281,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,EXAONE-Tabular,roc_auc,0.090511,0.00326,0.909489,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular,roc_auc,0.08931,0.004147,0.91069,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Medium,roc_auc,0.089452,0.003985,0.910548,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Small,roc_auc,0.089873,0.003529,0.910127,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,LightGBM,roc_auc,0.101041,0.003906,0.898959,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,LimiX-2,roc_auc,0.089065,0.003888,0.910935,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Mitra-v2,roc_auc,0.089962,0.003734,0.910038,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,RandomForest,roc_auc,0.108301,0.004207,0.891699,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,RealMLP,roc_auc,0.094207,0.00444,0.905793,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabDPT,roc_auc,0.094025,0.003631,0.905975,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabDPT-1.3,roc_auc,0.090632,0.003681,0.909368,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabFM,roc_auc,0.089504,0.00369,0.910496,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabICLv2,roc_auc,0.090425,0.003853,0.909575,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabM,roc_auc,0.092404,0.00424,0.907596,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabPFN-3,roc_auc,0.090482,0.003601,0.909518,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabPFN-3.5,roc_auc,0.0898,0.003733,0.9102,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabPFN-3.5-Fast,roc_auc,0.090579,0.003661,0.909421,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabPFN-v2,roc_auc,0.092732,0.002914,0.907268,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabPFN-v2p5,roc_auc,0.090704,0.003579,0.909296,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabSTAR,roc_auc,0.09581,0.00452,0.90419,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabSTAR-v1.1,roc_auc,0.094861,0.003855,0.905139,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,XGBoost,roc_auc,0.10787,0.003478,0.89213,6,10000.0
BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Xiaomi-TabLDM,roc_auc,0.091,0.00366,0.909,6,10000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,CatBoost,roc_auc,0.256522,0.005162,0.743478,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,Causilo,roc_auc,0.221443,0.00608,0.778557,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,ConTextTab,roc_auc,0.25616,0.009628,0.74384,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,EXAONE-Tabular,roc_auc,0.233824,0.003623,0.766176,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular,roc_auc,0.199876,0.005299,0.800124,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Medium,roc_auc,0.18031,0.005627,0.81969,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Small,roc_auc,0.22085,0.00691,0.77915,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,LightGBM,roc_auc,0.272765,0.00211,0.727235,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,LimiX-2,roc_auc,0.17532,0.005949,0.82468,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,Mitra-v2,roc_auc,0.200981,0.011594,0.799019,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,RandomForest,roc_auc,0.290779,0.00497,0.709221,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,RealMLP,roc_auc,0.240233,0.015061,0.759767,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabDPT,roc_auc,0.24066,0.003961,0.75934,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabDPT-1.3,roc_auc,0.224657,0.004856,0.775343,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabFM,roc_auc,0.193612,0.0053,0.806388,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabICLv2,roc_auc,0.223264,0.004737,0.776736,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabM,roc_auc,0.228192,0.005245,0.771808,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabPFN-3,roc_auc,0.217998,0.005279,0.782002,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabPFN-3.5,roc_auc,0.211919,0.004978,0.788081,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabPFN-3.5-Fast,roc_auc,0.214658,0.005875,0.785342,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabPFN-v2,roc_auc,0.238518,0.009336,0.761482,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabPFN-v2p5,roc_auc,0.226522,0.006538,0.773478,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabSTAR,roc_auc,0.259294,0.009948,0.740706,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabSTAR-v1.1,roc_auc,0.267191,0.014131,0.732809,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,XGBoost,roc_auc,0.29582,0.004643,0.70418,6,6000.0
BIN_IMAGE_HATEFUL_MEME,core,classification,image,Xiaomi-TabLDM,roc_auc,0.227782,0.005977,0.772218,6,6000.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,CatBoost,roc_auc,0.250659,0.008673,0.749341,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Causilo,roc_auc,0.176586,0.00697,0.823414,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,ConTextTab,roc_auc,0.238045,0.012386,0.761955,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,EXAONE-Tabular,roc_auc,0.216909,0.012882,0.783091,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular,roc_auc,0.14258,0.017018,0.85742,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Medium,roc_auc,0.147006,0.013007,0.852994,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Small,roc_auc,0.156098,0.013882,0.843902,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,LightGBM,roc_auc,0.267999,0.007242,0.732001,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,LimiX-2,roc_auc,0.134811,0.008861,0.865189,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Mitra-v2,roc_auc,0.144786,0.006971,0.855214,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,RandomForest,roc_auc,0.27978,0.01298,0.72022,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,RealMLP,roc_auc,0.258179,0.012889,0.741821,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabDPT,roc_auc,0.220483,0.012387,0.779517,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabDPT-1.3,roc_auc,0.214785,0.010972,0.785215,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabFM,roc_auc,0.103099,0.004859,0.896901,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabICLv2,roc_auc,0.157381,0.012608,0.842619,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabM,roc_auc,0.247625,0.018141,0.752375,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabPFN-3,roc_auc,0.192983,0.012481,0.807017,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabPFN-3.5,roc_auc,0.164165,0.016726,0.835835,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabPFN-3.5-Fast,roc_auc,0.168586,0.018,0.831414,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabPFN-v2,roc_auc,0.216055,0.010325,0.783945,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabPFN-v2p5,roc_auc,0.212729,0.014339,0.787271,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabSTAR,roc_auc,0.275464,0.013729,0.724536,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabSTAR-v1.1,roc_auc,0.270733,0.006956,0.729267,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,XGBoost,roc_auc,0.276838,0.01779,0.723162,6,3468.0
BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Xiaomi-TabLDM,roc_auc,0.218494,0.023289,0.781506,6,3468.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,CatBoost,roc_auc,0.084054,0.012555,0.915946,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Causilo,roc_auc,0.071864,0.009016,0.928136,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,ConTextTab,roc_auc,0.086042,0.010494,0.913958,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,EXAONE-Tabular,roc_auc,0.072625,0.012914,0.927375,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular,roc_auc,0.074153,0.012867,0.925847,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Medium,roc_auc,0.076575,0.008801,0.923425,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Small,roc_auc,0.0818,0.011347,0.9182,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,LightGBM,roc_auc,0.09078,0.012306,0.90922,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,LimiX-2,roc_auc,0.078526,0.005698,0.921474,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Mitra-v2,roc_auc,0.077213,0.007547,0.922787,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,RandomForest,roc_auc,0.090337,0.007624,0.909663,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,RealMLP,roc_auc,0.221055,0.18523,0.778945,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabDPT,roc_auc,0.081463,0.009153,0.918537,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabDPT-1.3,roc_auc,0.077256,0.009365,0.922744,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabFM,roc_auc,0.07428,0.01117,0.92572,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabICLv2,roc_auc,0.075116,0.016103,0.924884,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabM,roc_auc,0.185121,0.179475,0.814879,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabPFN-3,roc_auc,0.074155,0.010119,0.925845,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabPFN-3.5,roc_auc,0.069899,0.011929,0.930101,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabPFN-3.5-Fast,roc_auc,0.070318,0.011037,0.929682,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabPFN-v2,roc_auc,0.077717,0.008107,0.922283,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabPFN-v2p5,roc_auc,0.075556,0.008545,0.924444,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabSTAR,roc_auc,0.11225,0.026323,0.88775,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabSTAR-v1.1,roc_auc,0.107351,0.023105,0.892649,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,XGBoost,roc_auc,0.108274,0.016402,0.891726,6,291.0
BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Xiaomi-TabLDM,roc_auc,0.073065,0.01149,0.926935,6,291.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,CatBoost,roc_auc,0.337732,0.01353,0.662268,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Causilo,roc_auc,0.320653,0.017295,0.679347,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,ConTextTab,roc_auc,0.321502,0.019702,0.678498,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,EXAONE-Tabular,roc_auc,0.315394,0.018267,0.684606,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular,roc_auc,0.316786,0.018576,0.683214,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Medium,roc_auc,0.314561,0.019818,0.685439,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Small,roc_auc,0.316863,0.015803,0.683137,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,LightGBM,roc_auc,0.35958,0.010932,0.64042,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,LimiX-2,roc_auc,0.311066,0.01873,0.688934,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Mitra-v2,roc_auc,0.315317,0.017432,0.684683,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,RandomForest,roc_auc,0.334342,0.015036,0.665658,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,RealMLP,roc_auc,0.343205,0.012315,0.656795,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabDPT,roc_auc,0.321405,0.013274,0.678595,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabDPT-1.3,roc_auc,0.315763,0.015837,0.684237,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabFM,roc_auc,0.318328,0.016987,0.681672,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabICLv2,roc_auc,0.316916,0.01871,0.683084,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabM,roc_auc,0.347227,0.01686,0.652773,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabPFN-3,roc_auc,0.322618,0.017181,0.677382,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabPFN-3.5,roc_auc,0.317806,0.018375,0.682194,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabPFN-3.5-Fast,roc_auc,0.318394,0.015837,0.681606,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabPFN-v2,roc_auc,0.329286,0.014001,0.670714,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabPFN-v2p5,roc_auc,0.322047,0.018616,0.677953,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabSTAR,roc_auc,0.348806,0.018074,0.651194,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabSTAR-v1.1,roc_auc,0.403504,0.066727,0.596496,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,XGBoost,roc_auc,0.377935,0.032686,0.622065,6,1003.0
BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Xiaomi-TabLDM,roc_auc,0.31698,0.022168,0.68302,6,1003.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,CatBoost,roc_auc,0.007273,0.000534,0.992727,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Causilo,roc_auc,0.005897,0.000683,0.994103,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,ConTextTab,roc_auc,0.00584,0.000556,0.99416,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,EXAONE-Tabular,roc_auc,0.005507,0.000581,0.994493,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular,roc_auc,0.005444,0.000435,0.994556,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Medium,roc_auc,0.005326,0.000537,0.994674,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Small,roc_auc,0.005575,0.000532,0.994425,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,LightGBM,roc_auc,0.007301,0.000575,0.992699,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,LimiX-2,roc_auc,0.005178,0.000561,0.994822,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Mitra-v2,roc_auc,0.005697,0.000626,0.994303,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,RandomForest,roc_auc,0.011563,0.00084,0.988437,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,RealMLP,roc_auc,0.009119,0.000761,0.990881,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabDPT,roc_auc,0.040031,0.001242,0.959969,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabDPT-1.3,roc_auc,0.035356,0.001563,0.964644,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabFM,roc_auc,0.005223,0.000528,0.994777,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabICLv2,roc_auc,0.00672,0.000547,0.99328,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabM,roc_auc,0.008558,0.000857,0.991442,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabPFN-3,roc_auc,0.008981,0.000861,0.991019,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabPFN-3.5,roc_auc,0.006285,0.000599,0.993715,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabPFN-3.5-Fast,roc_auc,0.006367,0.000458,0.993633,6,10000.0
BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabPFN-v2,roc_auc,0.006456,0.000613,0.993544,6,10000.0
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BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabSTAR,roc_auc,0.007212,0.001071,0.992788,6,10000.0
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MUL_IMAGE_CBIS_DDSM,core,classification,image,TabPFN-3.5-Fast,log_loss,0.707048,0.021247,-0.707048,6,1131.0
MUL_IMAGE_CBIS_DDSM,core,classification,image,TabPFN-v2,log_loss,0.792314,0.014464,-0.792314,6,1131.0
MUL_IMAGE_CBIS_DDSM,core,classification,image,TabPFN-v2p5,log_loss,0.771844,0.020552,-0.771844,6,1131.0
MUL_IMAGE_CBIS_DDSM,core,classification,image,TabSTAR,log_loss,0.883632,0.051856,-0.883632,6,1131.0
MUL_IMAGE_CBIS_DDSM,core,classification,image,TabSTAR-v1.1,log_loss,0.907837,0.128205,-0.907837,6,1131.0
MUL_IMAGE_CBIS_DDSM,core,classification,image,XGBoost,log_loss,0.937132,0.035563,-0.937132,6,1131.0
MUL_IMAGE_CBIS_DDSM,core,classification,image,Xiaomi-TabLDM,log_loss,0.726078,0.026368,-0.726078,6,1131.0
MUL_IMAGE_CHEXPERT,core,classification,image,CatBoost,log_loss,0.723795,0.003535,-0.723795,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,Causilo,log_loss,0.692714,0.00565,-0.692714,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,ConTextTab,log_loss,0.707598,0.005789,-0.707598,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,EXAONE-Tabular,log_loss,0.705775,0.006071,-0.705775,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular,log_loss,0.697849,0.006782,-0.697849,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Medium,log_loss,0.705405,0.005928,-0.705405,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Small,log_loss,0.702032,0.005751,-0.702032,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,LightGBM,log_loss,0.728645,0.007632,-0.728645,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,LimiX-2,log_loss,0.660915,0.005689,-0.660915,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,Mitra-v2,log_loss,0.672035,0.007182,-0.672035,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,RandomForest,log_loss,0.823595,0.003908,-0.823595,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,RealMLP,log_loss,0.79513,0.01027,-0.79513,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabDPT,log_loss,0.72077,0.009166,-0.72077,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabDPT-1.3,log_loss,0.696612,0.006727,-0.696612,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabFM,log_loss,0.670472,0.010389,-0.670472,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabICLv2,log_loss,0.698524,0.005793,-0.698524,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabM,log_loss,0.786716,0.010617,-0.786716,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabPFN-3,log_loss,0.698309,0.006371,-0.698309,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabPFN-3.5,log_loss,0.691123,0.006416,-0.691123,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabPFN-3.5-Fast,log_loss,0.698982,0.004811,-0.698982,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabPFN-v2,log_loss,0.705796,0.005911,-0.705796,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabPFN-v2p5,log_loss,0.701811,0.006573,-0.701811,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabSTAR,log_loss,0.718061,0.007928,-0.718061,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,TabSTAR-v1.1,log_loss,0.713469,0.01391,-0.713469,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,XGBoost,log_loss,0.812374,0.005671,-0.812374,6,10000.0
MUL_IMAGE_CHEXPERT,core,classification,image,Xiaomi-TabLDM,log_loss,0.697066,0.00543,-0.697066,6,10000.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,CatBoost,log_loss,1.511401,0.030972,-1.511401,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Causilo,log_loss,1.168285,0.032791,-1.168285,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,ConTextTab,log_loss,1.384185,0.056038,-1.384185,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,EXAONE-Tabular,log_loss,1.217657,0.038524,-1.217657,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Kumo-Tabular,log_loss,1.114127,0.022545,-1.114127,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Kumo-Tabular-Medium,log_loss,1.144475,0.033935,-1.144475,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Kumo-Tabular-Small,log_loss,1.175945,0.032028,-1.175945,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,LightGBM,log_loss,2.52005,0.134924,-2.52005,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,LimiX-2,log_loss,1.080915,0.03152,-1.080915,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Mitra-v2,log_loss,1.136326,0.040634,-1.136326,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,RandomForest,log_loss,1.755426,0.142252,-1.755426,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,RealMLP,log_loss,2.77298,0.997888,-2.77298,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabDPT,log_loss,1.346392,0.020564,-1.346392,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabDPT-1.3,log_loss,1.216313,0.028538,-1.216313,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabFM,log_loss,1.087772,0.029344,-1.087772,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabICLv2,log_loss,1.185346,0.047562,-1.185346,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabM,log_loss,1.628157,0.144916,-1.628157,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabPFN-3,log_loss,1.229133,0.03417,-1.229133,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabPFN-3.5,log_loss,1.16078,0.03664,-1.16078,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabPFN-3.5-Fast,log_loss,1.183047,0.033615,-1.183047,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabPFN-v2,log_loss,1.288289,0.042392,-1.288289,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabPFN-v2p5,log_loss,1.256507,0.053601,-1.256507,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabSTAR,log_loss,1.469905,0.041634,-1.469905,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabSTAR-v1.1,log_loss,1.688332,0.045403,-1.688332,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,XGBoost,log_loss,1.755922,0.055089,-1.755922,6,638.0
MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Xiaomi-TabLDM,log_loss,1.207788,0.039437,-1.207788,6,638.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,CatBoost,log_loss,1.476522,0.03412,-1.476522,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Causilo,log_loss,1.412495,0.039191,-1.412495,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,ConTextTab,log_loss,1.445897,0.064996,-1.445897,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,EXAONE-Tabular,log_loss,1.415485,0.043846,-1.415485,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Kumo-Tabular,log_loss,1.401009,0.036813,-1.401009,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Kumo-Tabular-Medium,log_loss,1.398806,0.038191,-1.398806,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Kumo-Tabular-Small,log_loss,1.406225,0.0311,-1.406225,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,LightGBM,log_loss,2.191169,0.159227,-2.191169,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,LimiX-2,log_loss,1.405168,0.040497,-1.405168,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Mitra-v2,log_loss,1.399453,0.038034,-1.399453,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,RandomForest,log_loss,1.488415,0.032428,-1.488415,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,RealMLP,log_loss,3.402707,1.358899,-3.402707,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabDPT,log_loss,1.425838,0.04394,-1.425838,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabDPT-1.3,log_loss,1.419259,0.033062,-1.419259,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabFM,log_loss,1.402131,0.036109,-1.402131,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabICLv2,log_loss,1.417695,0.03896,-1.417695,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabM,log_loss,1.47966,0.041969,-1.47966,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabPFN-3,log_loss,1.440416,0.054772,-1.440416,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabPFN-3.5,log_loss,1.401513,0.031229,-1.401513,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabPFN-3.5-Fast,log_loss,1.40914,0.034065,-1.40914,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabPFN-v2,log_loss,1.416922,0.041697,-1.416922,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabPFN-v2p5,log_loss,1.424964,0.045662,-1.424964,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabSTAR,log_loss,1.528561,0.013559,-1.528561,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabSTAR-v1.1,log_loss,1.535493,0.014678,-1.535493,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,XGBoost,log_loss,1.542488,0.030159,-1.542488,6,400.0
MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Xiaomi-TabLDM,log_loss,1.408,0.038803,-1.408,6,400.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,CatBoost,log_loss,0.33106,0.009686,-0.33106,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Causilo,log_loss,0.282409,0.007811,-0.282409,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,ConTextTab,log_loss,0.318434,0.007887,-0.318434,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,EXAONE-Tabular,log_loss,0.290767,0.007222,-0.290767,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular,log_loss,0.274623,0.00677,-0.274623,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Medium,log_loss,0.277589,0.006773,-0.277589,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Small,log_loss,0.283026,0.007295,-0.283026,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,LightGBM,log_loss,0.369651,0.012248,-0.369651,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,LimiX-2,log_loss,0.272202,0.009628,-0.272202,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Mitra-v2,log_loss,0.276237,0.007219,-0.276237,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,RandomForest,log_loss,0.426682,0.019784,-0.426682,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,RealMLP,log_loss,0.355562,0.015552,-0.355562,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabDPT,log_loss,0.299358,0.006989,-0.299358,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabDPT-1.3,log_loss,0.285987,0.007989,-0.285987,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabFM,log_loss,0.272384,0.008704,-0.272384,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabICLv2,log_loss,0.285365,0.009194,-0.285365,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabM,log_loss,0.331864,0.022015,-0.331864,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabPFN-3,log_loss,0.284051,0.007694,-0.284051,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabPFN-3.5,log_loss,0.276693,0.007255,-0.276693,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabPFN-3.5-Fast,log_loss,0.280006,0.007142,-0.280006,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabPFN-v2,log_loss,0.309227,0.009669,-0.309227,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabPFN-v2p5,log_loss,0.300008,0.008398,-0.300008,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabSTAR,log_loss,0.332919,0.011522,-0.332919,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabSTAR-v1.1,log_loss,0.325593,0.006462,-0.325593,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,XGBoost,log_loss,0.347625,0.009456,-0.347625,6,8300.0
MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Xiaomi-TabLDM,log_loss,0.287277,0.007904,-0.287277,6,8300.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,CatBoost,log_loss,0.503299,0.011958,-0.503299,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,Causilo,log_loss,0.420809,0.011631,-0.420809,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,ConTextTab,log_loss,0.482928,0.012995,-0.482928,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,EXAONE-Tabular,log_loss,0.434576,0.011974,-0.434576,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular,log_loss,0.413627,0.013519,-0.413627,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.416501,0.013256,-0.416501,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Small,log_loss,0.4188,0.011778,-0.4188,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,LightGBM,log_loss,0.701219,0.02008,-0.701219,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,LimiX-2,log_loss,0.420655,0.014049,-0.420655,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,Mitra-v2,log_loss,0.423482,0.011,-0.423482,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,RandomForest,log_loss,0.636939,0.02245,-0.636939,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,RealMLP,log_loss,0.497268,0.014541,-0.497268,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabDPT,log_loss,0.477659,0.01003,-0.477659,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabDPT-1.3,log_loss,0.44137,0.013786,-0.44137,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabFM,log_loss,0.416091,0.01598,-0.416091,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabICLv2,log_loss,0.427331,0.014305,-0.427331,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabM,log_loss,0.455198,0.01127,-0.455198,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabPFN-3,log_loss,0.423435,0.012579,-0.423435,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabPFN-3.5,log_loss,0.414023,0.013185,-0.414023,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabPFN-3.5-Fast,log_loss,0.419111,0.011611,-0.419111,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabPFN-v2,log_loss,0.459362,0.007321,-0.459362,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabPFN-v2p5,log_loss,0.443342,0.010471,-0.443342,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabSTAR,log_loss,0.514422,0.014465,-0.514422,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabSTAR-v1.1,log_loss,0.502945,0.011741,-0.502945,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,XGBoost,log_loss,0.575367,0.013554,-0.575367,6,4980.0
MUL_IMAGE_HAM10000_LESION,extended,classification,image,Xiaomi-TabLDM,log_loss,0.425447,0.015076,-0.425447,6,4980.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,CatBoost,log_loss,1.199941,0.027796,-1.199941,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,Causilo,log_loss,1.015633,0.020055,-1.015633,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,ConTextTab,log_loss,1.220128,0.032302,-1.220128,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,EXAONE-Tabular,log_loss,1.04271,0.016597,-1.04271,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,Kumo-Tabular,log_loss,0.931244,0.022868,-0.931244,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,Kumo-Tabular-Medium,log_loss,0.9707,0.021354,-0.9707,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,Kumo-Tabular-Small,log_loss,1.000838,0.017525,-1.000838,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,LightGBM,log_loss,1.794924,0.057138,-1.794924,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,LimiX-2,log_loss,0.973194,0.022622,-0.973194,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,RandomForest,log_loss,1.542034,0.032308,-1.542034,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,RealMLP,log_loss,2.457452,0.571528,-2.457452,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabDPT,log_loss,1.394839,0.022504,-1.394839,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabDPT-1.3,log_loss,1.181756,0.015694,-1.181756,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabFM,log_loss,0.940014,0.026297,-0.940014,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabICLv2,log_loss,1.078891,0.014069,-1.078891,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabM,log_loss,1.155452,0.020689,-1.155452,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabPFN-3,log_loss,1.195052,0.020974,-1.195052,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabPFN-3.5,log_loss,1.020394,0.017854,-1.020394,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabPFN-3.5-Fast,log_loss,1.043712,0.017041,-1.043712,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabSTAR,log_loss,1.407053,0.022108,-1.407053,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,TabSTAR-v1.1,log_loss,1.303303,0.014706,-1.303303,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,XGBoost,log_loss,1.358017,0.034431,-1.358017,6,2854.0
MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image-text,Xiaomi-TabLDM,log_loss,1.081282,0.016435,-1.081282,6,2854.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,CatBoost,log_loss,0.879203,0.012365,-0.879203,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Causilo,log_loss,0.550338,0.010883,-0.550338,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,ConTextTab,log_loss,0.843348,0.006487,-0.843348,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,EXAONE-Tabular,log_loss,0.628658,0.012795,-0.628658,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Kumo-Tabular,log_loss,0.469899,0.009035,-0.469899,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Kumo-Tabular-Medium,log_loss,0.503468,0.012149,-0.503468,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Kumo-Tabular-Small,log_loss,0.545994,0.009883,-0.545994,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,LightGBM,log_loss,0.986338,0.015206,-0.986338,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,LimiX-2,log_loss,0.541195,0.010486,-0.541195,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Mitra-v2,log_loss,0.524899,0.011828,-0.524899,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,RandomForest,log_loss,1.255433,0.012428,-1.255433,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,RealMLP,log_loss,0.950187,0.067732,-0.950187,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabDPT,log_loss,0.875087,0.010361,-0.875087,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabDPT-1.3,log_loss,0.652558,0.011084,-0.652558,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabFM,log_loss,0.436944,0.006744,-0.436944,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabICLv2,log_loss,0.557291,0.012514,-0.557291,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabM,log_loss,0.74391,0.02202,-0.74391,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabPFN-3,log_loss,0.606276,0.007135,-0.606276,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabPFN-3.5,log_loss,0.51681,0.00976,-0.51681,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabPFN-3.5-Fast,log_loss,0.529166,0.008307,-0.529166,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabPFN-v2,log_loss,0.875361,0.006414,-0.875361,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabPFN-v2p5,log_loss,0.747937,0.008921,-0.747937,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabSTAR,log_loss,0.894426,0.027484,-0.894426,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabSTAR-v1.1,log_loss,0.898639,0.036925,-0.898639,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,XGBoost,log_loss,0.983587,0.016273,-0.983587,6,8388.0
MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Xiaomi-TabLDM,log_loss,0.586735,0.012473,-0.586735,6,8388.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,CatBoost,log_loss,0.373954,0.006247,-0.373954,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Causilo,log_loss,0.304719,0.00369,-0.304719,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,ConTextTab,log_loss,0.383313,0.005567,-0.383313,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,EXAONE-Tabular,log_loss,0.310406,0.005062,-0.310406,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular,log_loss,0.291567,0.002523,-0.291567,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Medium,log_loss,0.295359,0.00296,-0.295359,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Small,log_loss,0.303811,0.002841,-0.303811,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,LightGBM,log_loss,0.450318,0.010176,-0.450318,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,LimiX-2,log_loss,0.292991,0.003523,-0.292991,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Mitra-v2,log_loss,0.299384,0.004947,-0.299384,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,RandomForest,log_loss,0.532926,0.048492,-0.532926,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,RealMLP,log_loss,0.402868,0.02745,-0.402868,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabDPT,log_loss,0.34927,0.002831,-0.34927,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabDPT-1.3,log_loss,0.316481,0.002528,-0.316481,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabFM,log_loss,0.288006,0.00561,-0.288006,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabICLv2,log_loss,0.308151,0.003478,-0.308151,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabM,log_loss,0.372883,0.013607,-0.372883,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabPFN-3,log_loss,0.31508,0.003299,-0.31508,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabPFN-3.5,log_loss,0.297548,0.003737,-0.297548,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabPFN-3.5-Fast,log_loss,0.304008,0.004059,-0.304008,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabPFN-v2,log_loss,0.353673,0.003707,-0.353673,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabPFN-v2p5,log_loss,0.328418,0.004495,-0.328418,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabSTAR,log_loss,0.398276,0.00615,-0.398276,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabSTAR-v1.1,log_loss,0.40438,0.015213,-0.40438,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,XGBoost,log_loss,0.412079,0.006172,-0.412079,6,6880.0
MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Xiaomi-TabLDM,log_loss,0.311372,0.004611,-0.311372,6,6880.0
MUL_IMAGE_MINECRAFT,extended,classification,image,CatBoost,log_loss,0.362352,0.020073,-0.362352,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,Causilo,log_loss,0.245074,0.020667,-0.245074,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,ConTextTab,log_loss,0.291921,0.021297,-0.291921,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,EXAONE-Tabular,log_loss,0.25617,0.020704,-0.25617,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular,log_loss,0.235651,0.020751,-0.235651,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.237619,0.019635,-0.237619,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Small,log_loss,0.246402,0.018707,-0.246402,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,LightGBM,log_loss,0.500464,0.034464,-0.500464,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,LimiX-2,log_loss,0.209185,0.016384,-0.209185,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,Mitra-v2,log_loss,0.236157,0.02177,-0.236157,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,RandomForest,log_loss,0.484577,0.027454,-0.484577,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,RealMLP,log_loss,0.448181,0.047923,-0.448181,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabDPT,log_loss,0.255582,0.016908,-0.255582,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabDPT-1.3,log_loss,0.237894,0.017451,-0.237894,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabFM,log_loss,0.234456,0.021957,-0.234456,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabICLv2,log_loss,0.248221,0.022207,-0.248221,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabM,log_loss,0.327024,0.024506,-0.327024,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabPFN-3,log_loss,0.254336,0.021697,-0.254336,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabPFN-3.5,log_loss,0.241658,0.019292,-0.241658,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabPFN-3.5-Fast,log_loss,0.243771,0.020585,-0.243771,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabPFN-v2,log_loss,0.277481,0.021815,-0.277481,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabPFN-v2p5,log_loss,0.26466,0.021451,-0.26466,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabSTAR,log_loss,0.388747,0.028284,-0.388747,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,TabSTAR-v1.1,log_loss,0.403506,0.033617,-0.403506,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,XGBoost,log_loss,0.401589,0.018756,-0.401589,6,4060.0
MUL_IMAGE_MINECRAFT,extended,classification,image,Xiaomi-TabLDM,log_loss,0.252113,0.021513,-0.252113,6,4060.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,CatBoost,log_loss,0.611728,0.029034,-0.611728,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Causilo,log_loss,0.495459,0.015378,-0.495459,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,ConTextTab,log_loss,0.532177,0.027625,-0.532177,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,EXAONE-Tabular,log_loss,0.503945,0.019803,-0.503945,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular,log_loss,0.490728,0.019078,-0.490728,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.492226,0.019801,-0.492226,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Small,log_loss,0.498562,0.015417,-0.498562,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,LightGBM,log_loss,0.979065,0.070113,-0.979065,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,LimiX-2,log_loss,0.494886,0.020857,-0.494886,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Mitra-v2,log_loss,0.504188,0.012034,-0.504188,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,RandomForest,log_loss,0.728691,0.01258,-0.728691,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,RealMLP,log_loss,1.214331,0.405595,-1.214331,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabDPT,log_loss,0.554987,0.029322,-0.554987,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabDPT-1.3,log_loss,0.519853,0.016074,-0.519853,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabFM,log_loss,0.509152,0.025738,-0.509152,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabICLv2,log_loss,0.509332,0.012989,-0.509332,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabM,log_loss,0.574743,0.032396,-0.574743,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabPFN-3,log_loss,0.512367,0.01361,-0.512367,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabPFN-3.5,log_loss,0.49521,0.014368,-0.49521,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabPFN-3.5-Fast,log_loss,0.499781,0.010126,-0.499781,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabPFN-v2,log_loss,0.522308,0.021841,-0.522308,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabPFN-v2p5,log_loss,0.513231,0.020658,-0.513231,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabSTAR,log_loss,0.702368,0.059809,-0.702368,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabSTAR-v1.1,log_loss,0.767346,0.044975,-0.767346,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,XGBoost,log_loss,0.736726,0.07718,-0.736726,6,1094.0
MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Xiaomi-TabLDM,log_loss,0.514672,0.015639,-0.514672,6,1094.0
MUL_IMAGE_PETFINDER,core,classification,image-text,CatBoost,log_loss,1.409253,0.006031,-1.409253,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,Causilo,log_loss,1.254319,0.003846,-1.254319,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,ConTextTab,log_loss,1.413453,0.014389,-1.413453,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,EXAONE-Tabular,log_loss,1.298129,0.003383,-1.298129,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,Kumo-Tabular,log_loss,1.26309,0.007478,-1.26309,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,Kumo-Tabular-Medium,log_loss,1.279239,0.004407,-1.279239,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,Kumo-Tabular-Small,log_loss,1.278747,0.002508,-1.278747,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,LightGBM,log_loss,1.492023,0.009195,-1.492023,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,LimiX-2,log_loss,1.219399,0.006731,-1.219399,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,Mitra-v2,log_loss,1.237243,0.004276,-1.237243,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,RandomForest,log_loss,1.570346,0.006342,-1.570346,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,RealMLP,log_loss,1.418327,0.014008,-1.418327,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabDPT,log_loss,1.425863,0.005434,-1.425863,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabDPT-1.3,log_loss,1.368077,0.00418,-1.368077,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabFM,log_loss,1.224817,0.006302,-1.224817,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabICLv2,log_loss,1.285426,0.003059,-1.285426,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabM,log_loss,1.35985,0.013381,-1.35985,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabPFN-3,log_loss,1.351658,0.005718,-1.351658,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabPFN-3.5,log_loss,1.266883,0.00607,-1.266883,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabPFN-3.5-Fast,log_loss,1.288508,0.003959,-1.288508,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabPFN-v2,log_loss,1.385455,0.004761,-1.385455,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabPFN-v2p5,log_loss,1.341594,0.002987,-1.341594,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabSTAR,log_loss,1.351814,0.014885,-1.351814,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,TabSTAR-v1.1,log_loss,1.36014,0.014863,-1.36014,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,XGBoost,log_loss,1.510679,0.008845,-1.510679,6,9768.0
MUL_IMAGE_PETFINDER,core,classification,image-text,Xiaomi-TabLDM,log_loss,1.290826,0.002675,-1.290826,6,9768.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,CatBoost,log_loss,1.591194,0.05114,-1.591194,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Causilo,log_loss,1.323115,0.033435,-1.323115,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,ConTextTab,log_loss,1.444188,0.054791,-1.444188,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,EXAONE-Tabular,log_loss,1.337936,0.024458,-1.337936,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Kumo-Tabular,log_loss,1.239512,0.031329,-1.239512,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Kumo-Tabular-Medium,log_loss,1.269018,0.037113,-1.269018,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Kumo-Tabular-Small,log_loss,1.308299,0.035087,-1.308299,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,LightGBM,log_loss,2.523563,0.103739,-2.523563,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,LimiX-2,log_loss,1.251978,0.035923,-1.251978,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Mitra-v2,log_loss,1.295924,0.047588,-1.295924,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,RandomForest,log_loss,1.716003,0.04365,-1.716003,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,RealMLP,log_loss,5.045067,1.952045,-5.045067,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabDPT,log_loss,1.630252,0.055204,-1.630252,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabDPT-1.3,log_loss,1.589291,0.036127,-1.589291,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabFM,log_loss,1.25572,0.034615,-1.25572,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabICLv2,log_loss,1.364711,0.046967,-1.364711,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabM,log_loss,1.593391,0.047216,-1.593391,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabPFN-3,log_loss,1.42955,0.043673,-1.42955,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabPFN-3.5,log_loss,1.324394,0.033707,-1.324394,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabPFN-3.5-Fast,log_loss,1.389085,0.041531,-1.389085,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabPFN-v2,log_loss,1.388754,0.038826,-1.388754,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabPFN-v2p5,log_loss,1.382621,0.039721,-1.382621,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabSTAR,log_loss,1.555319,0.083626,-1.555319,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabSTAR-v1.1,log_loss,1.514404,0.050535,-1.514404,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,XGBoost,log_loss,1.781914,0.028859,-1.781914,6,718.0
MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Xiaomi-TabLDM,log_loss,1.392574,0.03765,-1.392574,6,718.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,CatBoost,log_loss,1.025598,0.020119,-1.025598,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Causilo,log_loss,0.640555,0.022019,-0.640555,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,ConTextTab,log_loss,0.849195,0.029627,-0.849195,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,EXAONE-Tabular,log_loss,0.645379,0.022958,-0.645379,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular,log_loss,0.603156,0.018382,-0.603156,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.612877,0.017103,-0.612877,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Small,log_loss,0.626737,0.017217,-0.626737,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,LightGBM,log_loss,1.101021,0.03193,-1.101021,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,LimiX-2,log_loss,0.582261,0.023041,-0.582261,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Mitra-v2,log_loss,0.620652,0.019419,-0.620652,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,RandomForest,log_loss,1.212708,0.007958,-1.212708,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,RealMLP,log_loss,1.42005,0.229894,-1.42005,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabDPT,log_loss,1.16516,0.011519,-1.16516,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabDPT-1.3,log_loss,1.04564,0.030211,-1.04564,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabFM,log_loss,0.603489,0.021261,-0.603489,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabICLv2,log_loss,0.674802,0.023803,-0.674802,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabM,log_loss,1.190231,0.043887,-1.190231,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabPFN-3,log_loss,0.733413,0.02802,-0.733413,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabPFN-3.5,log_loss,0.614209,0.020871,-0.614209,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabPFN-3.5-Fast,log_loss,0.627199,0.024753,-0.627199,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabPFN-v2,log_loss,0.709805,0.016571,-0.709805,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabPFN-v2p5,log_loss,0.771691,0.011938,-0.771691,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabSTAR,log_loss,1.117813,0.013355,-1.117813,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabSTAR-v1.1,log_loss,1.063665,0.01398,-1.063665,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,XGBoost,log_loss,1.050102,0.019826,-1.050102,6,3214.0
MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Xiaomi-TabLDM,log_loss,0.675664,0.027388,-0.675664,6,3214.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,CatBoost,log_loss,0.420513,0.01345,-0.420513,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Causilo,log_loss,0.29245,0.013974,-0.29245,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,ConTextTab,log_loss,0.424028,0.012478,-0.424028,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,EXAONE-Tabular,log_loss,0.31274,0.01349,-0.31274,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular,log_loss,0.272174,0.015333,-0.272174,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Medium,log_loss,0.279365,0.014316,-0.279365,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Small,log_loss,0.292231,0.014656,-0.292231,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,LightGBM,log_loss,0.532532,0.020067,-0.532532,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,LimiX-2,log_loss,0.290832,0.014859,-0.290832,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Mitra-v2,log_loss,0.293577,0.014624,-0.293577,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,RandomForest,log_loss,0.704913,0.022637,-0.704913,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,RealMLP,log_loss,0.445748,0.126212,-0.445748,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabDPT,log_loss,0.378073,0.015424,-0.378073,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabDPT-1.3,log_loss,0.322842,0.012948,-0.322842,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabFM,log_loss,0.262658,0.015862,-0.262658,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabICLv2,log_loss,0.306287,0.015517,-0.306287,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabM,log_loss,0.383311,0.02034,-0.383311,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabPFN-3,log_loss,0.321957,0.011595,-0.321957,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabPFN-3.5,log_loss,0.27732,0.01393,-0.27732,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabPFN-3.5-Fast,log_loss,0.288246,0.013931,-0.288246,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabPFN-v2,log_loss,0.416072,0.011315,-0.416072,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabPFN-v2p5,log_loss,0.347514,0.011067,-0.347514,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabSTAR,log_loss,0.459717,0.014863,-0.459717,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabSTAR-v1.1,log_loss,0.450505,0.009616,-0.450505,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,XGBoost,log_loss,0.505179,0.025077,-0.505179,6,10000.0
MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Xiaomi-TabLDM,log_loss,0.315347,0.016097,-0.315347,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,CatBoost,log_loss,0.122978,0.004951,-0.122978,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Causilo,log_loss,0.091723,0.008263,-0.091723,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,ConTextTab,log_loss,0.117184,0.011458,-0.117184,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,EXAONE-Tabular,log_loss,0.09028,0.007473,-0.09028,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular,log_loss,0.081838,0.008268,-0.081838,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.087559,0.007911,-0.087559,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Small,log_loss,0.08867,0.007787,-0.08867,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,LightGBM,log_loss,0.148794,0.009718,-0.148794,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,LimiX-2,log_loss,0.080832,0.009328,-0.080832,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Mitra-v2,log_loss,0.090473,0.007325,-0.090473,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,RandomForest,log_loss,0.239537,0.032277,-0.239537,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,RealMLP,log_loss,0.167429,0.021842,-0.167429,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabDPT,log_loss,0.164797,0.00321,-0.164797,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabDPT-1.3,log_loss,0.119739,0.009105,-0.119739,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabFM,log_loss,0.084158,0.008978,-0.084158,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabICLv2,log_loss,0.108546,0.010836,-0.108546,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabM,log_loss,0.133652,0.011146,-0.133652,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabPFN-3,log_loss,0.134805,0.007769,-0.134805,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabPFN-3.5,log_loss,0.15981,0.009673,-0.15981,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabPFN-3.5-Fast,log_loss,0.160559,0.007812,-0.160559,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabPFN-v2,log_loss,0.15659,0.011005,-0.15659,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabPFN-v2p5,log_loss,0.094299,0.009743,-0.094299,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabSTAR,log_loss,0.122931,0.010342,-0.122931,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabSTAR-v1.1,log_loss,0.125508,0.016305,-0.125508,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,XGBoost,log_loss,0.11613,0.006932,-0.11613,6,10000.0
MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Xiaomi-TabLDM,log_loss,0.115655,0.009717,-0.115655,6,10000.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,CatBoost,log_loss,0.888001,0.009512,-0.888001,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Causilo,log_loss,0.825856,0.009904,-0.825856,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,ConTextTab,log_loss,0.936164,0.022061,-0.936164,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,EXAONE-Tabular,log_loss,0.822109,0.012334,-0.822109,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular,log_loss,0.809278,0.008085,-0.809278,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.811165,0.009693,-0.811165,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Small,log_loss,0.816905,0.012587,-0.816905,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,LightGBM,log_loss,0.941932,0.015501,-0.941932,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,LimiX-2,log_loss,0.803756,0.010739,-0.803756,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Mitra-v2,log_loss,0.817017,0.009649,-0.817017,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,RandomForest,log_loss,0.900076,0.009751,-0.900076,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,RealMLP,log_loss,3.036894,1.150998,-3.036894,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabDPT,log_loss,0.934784,0.012539,-0.934784,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabDPT-1.3,log_loss,0.927412,0.015305,-0.927412,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabFM,log_loss,0.814184,0.012008,-0.814184,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabICLv2,log_loss,0.828711,0.012181,-0.828711,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabM,log_loss,0.973767,0.025608,-0.973767,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabPFN-3,log_loss,0.864277,0.013824,-0.864277,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabPFN-3.5,log_loss,0.815567,0.011336,-0.815567,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabPFN-3.5-Fast,log_loss,0.8181,0.010124,-0.8181,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabPFN-v2,log_loss,0.927004,0.00593,-0.927004,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabPFN-v2p5,log_loss,0.92234,0.007006,-0.92234,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabSTAR,log_loss,0.919429,0.011282,-0.919429,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabSTAR-v1.1,log_loss,0.922064,0.014868,-0.922064,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,XGBoost,log_loss,0.92173,0.018377,-0.92173,6,2645.0
MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Xiaomi-TabLDM,log_loss,0.835782,0.006126,-0.835782,6,2645.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,CatBoost,log_loss,1.017531,0.015226,-1.017531,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,Causilo,log_loss,0.907294,0.018226,-0.907294,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,ConTextTab,log_loss,0.957796,0.021439,-0.957796,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,EXAONE-Tabular,log_loss,0.896295,0.019662,-0.896295,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular,log_loss,0.877475,0.01756,-0.877475,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.882479,0.017773,-0.882479,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Small,log_loss,0.895491,0.019498,-0.895491,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,LightGBM,log_loss,1.082374,0.026893,-1.082374,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,LimiX-2,log_loss,0.87071,0.021669,-0.87071,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,Mitra-v2,log_loss,0.882958,0.020407,-0.882958,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,RandomForest,log_loss,1.156595,0.013436,-1.156595,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,RealMLP,log_loss,1.075612,0.018901,-1.075612,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabDPT,log_loss,1.158845,0.02026,-1.158845,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabDPT-1.3,log_loss,1.124891,0.018678,-1.124891,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabFM,log_loss,0.878103,0.022293,-0.878103,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabICLv2,log_loss,0.940048,0.02399,-0.940048,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabM,log_loss,1.002205,0.031071,-1.002205,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabPFN-3,log_loss,0.955594,0.016865,-0.955594,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabPFN-3.5,log_loss,0.904147,0.019446,-0.904147,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabPFN-3.5-Fast,log_loss,0.923903,0.023397,-0.923903,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabPFN-v2,log_loss,0.931563,0.017361,-0.931563,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabPFN-v2p5,log_loss,0.909377,0.01843,-0.909377,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabSTAR,log_loss,0.989188,0.024032,-0.989188,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,TabSTAR-v1.1,log_loss,0.986957,0.029293,-0.986957,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,XGBoost,log_loss,1.057872,0.022229,-1.057872,6,4939.0
MUL_TEXT_BOX_OFFICE,extended,classification,text,Xiaomi-TabLDM,log_loss,0.941576,0.022562,-0.941576,6,4939.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,CatBoost,log_loss,0.571736,0.006147,-0.571736,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Causilo,log_loss,0.529441,0.002769,-0.529441,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,ConTextTab,log_loss,0.539372,0.003814,-0.539372,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,EXAONE-Tabular,log_loss,0.522951,0.003371,-0.522951,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular,log_loss,0.515787,0.002801,-0.515787,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.519416,0.003173,-0.519416,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Small,log_loss,0.522731,0.004253,-0.522731,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,LightGBM,log_loss,0.700604,0.016362,-0.700604,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,LimiX-2,log_loss,0.518186,0.00362,-0.518186,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Mitra-v2,log_loss,0.518184,0.00411,-0.518184,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,RandomForest,log_loss,0.671237,0.032814,-0.671237,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,RealMLP,log_loss,0.609618,0.006854,-0.609618,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabDPT,log_loss,0.638148,0.006622,-0.638148,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabDPT-1.3,log_loss,0.614801,0.004546,-0.614801,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabFM,log_loss,0.519869,0.003946,-0.519869,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabICLv2,log_loss,0.560465,0.006522,-0.560465,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabM,log_loss,0.590731,0.010605,-0.590731,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabPFN-3,log_loss,0.550899,0.005772,-0.550899,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabPFN-3.5,log_loss,0.523197,0.003459,-0.523197,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabPFN-3.5-Fast,log_loss,0.528029,0.003157,-0.528029,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabPFN-v2,log_loss,0.55933,0.005584,-0.55933,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabPFN-v2p5,log_loss,0.527535,0.002195,-0.527535,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabSTAR,log_loss,0.569512,0.006525,-0.569512,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabSTAR-v1.1,log_loss,0.567625,0.008997,-0.567625,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,XGBoost,log_loss,0.581759,0.003172,-0.581759,6,10000.0
MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Xiaomi-TabLDM,log_loss,0.562081,0.004611,-0.562081,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,CatBoost,log_loss,1.243147,0.016186,-1.243147,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Causilo,log_loss,1.137927,0.009175,-1.137927,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,ConTextTab,log_loss,1.281445,0.011448,-1.281445,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,EXAONE-Tabular,log_loss,1.160495,0.009099,-1.160495,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular,log_loss,1.130496,0.008555,-1.130496,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Medium,log_loss,1.136117,0.007298,-1.136117,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Small,log_loss,1.146359,0.008382,-1.146359,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,LightGBM,log_loss,1.389282,0.013244,-1.389282,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,LimiX-2,log_loss,1.122088,0.010038,-1.122088,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Mitra-v2,log_loss,1.14832,0.01127,-1.14832,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,RandomForest,log_loss,1.613705,0.028694,-1.613705,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,RealMLP,log_loss,1.234828,0.017399,-1.234828,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabDPT,log_loss,1.143043,0.011584,-1.143043,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabDPT-1.3,log_loss,1.140272,0.007696,-1.140272,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabFM,log_loss,1.127761,0.011274,-1.127761,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabICLv2,log_loss,1.155075,0.010142,-1.155075,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabM,log_loss,1.191298,0.016201,-1.191298,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabPFN-3,log_loss,1.1991,0.013117,-1.1991,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabPFN-3.5,log_loss,1.132566,0.010285,-1.132566,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabPFN-3.5-Fast,log_loss,1.141408,0.008699,-1.141408,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabPFN-v2,log_loss,1.203455,0.010656,-1.203455,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabPFN-v2p5,log_loss,1.174458,0.012189,-1.174458,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabSTAR,log_loss,1.207467,0.009095,-1.207467,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabSTAR-v1.1,log_loss,1.196183,0.017088,-1.196183,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,XGBoost,log_loss,1.297979,0.010992,-1.297979,6,10000.0
MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Xiaomi-TabLDM,log_loss,1.165693,0.012267,-1.165693,6,10000.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,CatBoost,log_loss,2.076442,0.03166,-2.076442,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Causilo,log_loss,1.917139,0.013024,-1.917139,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,ConTextTab,log_loss,1.984127,0.028548,-1.984127,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,EXAONE-Tabular,log_loss,1.918032,0.019099,-1.918032,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular,log_loss,1.88479,0.014625,-1.88479,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Medium,log_loss,1.890484,0.012816,-1.890484,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Small,log_loss,1.912686,0.012948,-1.912686,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,LightGBM,log_loss,2.861044,0.081979,-2.861044,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,LimiX-2,log_loss,1.868236,0.014758,-1.868236,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Mitra-v2,log_loss,1.897791,0.018915,-1.897791,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,RandomForest,log_loss,2.138028,0.031246,-2.138028,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,RealMLP,log_loss,2.462763,0.112049,-2.462763,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabDPT,log_loss,2.011262,0.017202,-2.011262,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabDPT-1.3,log_loss,1.961859,0.018794,-1.961859,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabFM,log_loss,1.888393,0.016005,-1.888393,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabICLv2,log_loss,1.926633,0.022223,-1.926633,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabM,log_loss,2.024448,0.024792,-2.024448,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabPFN-3,log_loss,1.957208,0.013968,-1.957208,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabPFN-3.5,log_loss,1.917613,0.013796,-1.917613,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabPFN-3.5-Fast,log_loss,1.911049,0.012776,-1.911049,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabPFN-v2,log_loss,1.946708,0.019462,-1.946708,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabPFN-v2p5,log_loss,1.944414,0.017224,-1.944414,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabSTAR,log_loss,2.0303,0.035317,-2.0303,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabSTAR-v1.1,log_loss,2.035288,0.037789,-2.035288,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,XGBoost,log_loss,2.220321,0.035963,-2.220321,6,1098.0
MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Xiaomi-TabLDM,log_loss,1.942342,0.021868,-1.942342,6,1098.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,CatBoost,log_loss,1.550659,0.00652,-1.550659,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Causilo,log_loss,1.418522,0.011994,-1.418522,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,ConTextTab,log_loss,1.523507,0.008724,-1.523507,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,EXAONE-Tabular,log_loss,1.424562,0.02132,-1.424562,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular,log_loss,1.390904,0.01266,-1.390904,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-Medium,log_loss,1.400262,0.014036,-1.400262,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-Small,log_loss,1.433786,0.015894,-1.433786,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,LightGBM,log_loss,1.679913,0.01427,-1.679913,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,LimiX-2,log_loss,1.379942,0.012167,-1.379942,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,RandomForest,log_loss,1.733292,0.025935,-1.733292,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,RealMLP,log_loss,1.68176,0.013655,-1.68176,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabDPT,log_loss,1.611835,0.02185,-1.611835,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabDPT-1.3,log_loss,1.533183,0.019478,-1.533183,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabFM,log_loss,1.382276,0.012305,-1.382276,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabICLv2,log_loss,1.4563,0.012205,-1.4563,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabM,log_loss,1.542526,0.034126,-1.542526,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabPFN-3,log_loss,1.54315,0.008002,-1.54315,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabPFN-3.5,log_loss,1.435397,0.012715,-1.435397,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabPFN-3.5-Fast,log_loss,1.43918,0.012868,-1.43918,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabPFN-v2,log_loss,1.530658,0.005758,-1.530658,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabPFN-v2p5,log_loss,1.592883,0.013859,-1.592883,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabSTAR,log_loss,1.5474,0.01538,-1.5474,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,TabSTAR-v1.1,log_loss,1.515329,0.009635,-1.515329,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,XGBoost,log_loss,1.636268,0.006206,-1.636268,6,10000.0
MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Xiaomi-TabLDM,log_loss,1.466743,0.011222,-1.466743,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,CatBoost,log_loss,0.631676,0.003551,-0.631676,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Causilo,log_loss,0.599672,0.004217,-0.599672,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,ConTextTab,log_loss,0.659081,0.0048,-0.659081,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,EXAONE-Tabular,log_loss,0.60001,0.005237,-0.60001,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular,log_loss,0.592518,0.00429,-0.592518,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Medium,log_loss,0.593698,0.003855,-0.593698,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Small,log_loss,0.597712,0.003816,-0.597712,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,LightGBM,log_loss,0.713469,0.007191,-0.713469,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,LimiX-2,log_loss,0.591693,0.00497,-0.591693,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Mitra-v2,log_loss,0.594736,0.005819,-0.594736,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,RandomForest,log_loss,0.799697,0.018604,-0.799697,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,RealMLP,log_loss,0.640308,0.009512,-0.640308,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabDPT,log_loss,0.793125,0.007085,-0.793125,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabDPT-1.3,log_loss,0.75735,0.007229,-0.75735,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabFM,log_loss,0.599606,0.005816,-0.599606,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabICLv2,log_loss,0.607537,0.006153,-0.607537,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabM,log_loss,0.617124,0.004545,-0.617124,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabPFN-3,log_loss,0.617081,0.006656,-0.617081,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabPFN-3.5,log_loss,0.595659,0.003722,-0.595659,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabPFN-3.5-Fast,log_loss,0.600826,0.004378,-0.600826,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabPFN-v2,log_loss,0.623281,0.007452,-0.623281,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabPFN-v2p5,log_loss,0.60277,0.004593,-0.60277,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabSTAR,log_loss,0.609268,0.012117,-0.609268,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabSTAR-v1.1,log_loss,0.610662,0.010359,-0.610662,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,XGBoost,log_loss,0.695955,0.007642,-0.695955,6,10000.0
MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Xiaomi-TabLDM,log_loss,0.612341,0.005921,-0.612341,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,CatBoost,log_loss,1.283036,0.008004,-1.283036,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Causilo,log_loss,1.174458,0.005657,-1.174458,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,ConTextTab,log_loss,1.285942,0.011051,-1.285942,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,EXAONE-Tabular,log_loss,1.178096,0.004885,-1.178096,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular,log_loss,1.157869,0.0054,-1.157869,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Medium,log_loss,1.166139,0.004679,-1.166139,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Small,log_loss,1.177173,0.004466,-1.177173,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,LightGBM,log_loss,1.312693,0.012794,-1.312693,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,LimiX-2,log_loss,1.159846,0.004548,-1.159846,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Mitra-v2,log_loss,1.153569,0.005593,-1.153569,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,RandomForest,log_loss,1.39807,0.017752,-1.39807,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,RealMLP,log_loss,1.269813,0.008522,-1.269813,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabDPT,log_loss,1.293158,0.008851,-1.293158,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabDPT-1.3,log_loss,1.195592,0.006071,-1.195592,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabFM,log_loss,1.144368,0.007165,-1.144368,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabICLv2,log_loss,1.194616,0.007024,-1.194616,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabM,log_loss,1.253971,0.016141,-1.253971,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabPFN-3,log_loss,1.195536,0.006548,-1.195536,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabPFN-3.5,log_loss,1.167919,0.004508,-1.167919,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabPFN-3.5-Fast,log_loss,1.170526,0.00503,-1.170526,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabPFN-v2,log_loss,1.222451,0.007997,-1.222451,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabPFN-v2p5,log_loss,1.201475,0.007207,-1.201475,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabSTAR,log_loss,1.297999,0.016879,-1.297999,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabSTAR-v1.1,log_loss,1.281091,0.016173,-1.281091,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,XGBoost,log_loss,1.319599,0.011702,-1.319599,6,10000.0
MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Xiaomi-TabLDM,log_loss,1.194992,0.006168,-1.194992,6,10000.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,CatBoost,log_loss,0.392415,0.012536,-0.392415,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Causilo,log_loss,0.365696,0.006699,-0.365696,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,ConTextTab,log_loss,0.442474,0.019203,-0.442474,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,EXAONE-Tabular,log_loss,0.368204,0.007519,-0.368204,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular,log_loss,0.35826,0.006444,-0.35826,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Medium,log_loss,0.361534,0.006721,-0.361534,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Small,log_loss,0.363335,0.006312,-0.363335,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,LightGBM,log_loss,0.624319,0.035917,-0.624319,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,LimiX-2,log_loss,0.362033,0.0098,-0.362033,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Mitra-v2,log_loss,0.362514,0.008815,-0.362514,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,RandomForest,log_loss,0.51349,0.030046,-0.51349,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,RealMLP,log_loss,0.431486,0.01616,-0.431486,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabDPT,log_loss,0.381331,0.015376,-0.381331,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabDPT-1.3,log_loss,0.367522,0.007044,-0.367522,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabFM,log_loss,0.360354,0.010636,-0.360354,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabICLv2,log_loss,0.369174,0.009029,-0.369174,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabM,log_loss,0.386165,0.012818,-0.386165,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabPFN-3,log_loss,0.367026,0.009343,-0.367026,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabPFN-3.5,log_loss,0.36022,0.00656,-0.36022,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabPFN-3.5-Fast,log_loss,0.362608,0.00813,-0.362608,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabPFN-v2,log_loss,0.378269,0.013018,-0.378269,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabPFN-v2p5,log_loss,0.375129,0.011092,-0.375129,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabSTAR,log_loss,0.390277,0.012678,-0.390277,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabSTAR-v1.1,log_loss,0.395248,0.019898,-0.395248,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,XGBoost,log_loss,0.413338,0.018397,-0.413338,6,3394.0
MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Xiaomi-TabLDM,log_loss,0.371048,0.011069,-0.371048,6,3394.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,CatBoost,log_loss,2.053761,0.021379,-2.053761,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Causilo,log_loss,1.609036,0.013989,-1.609036,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,ConTextTab,log_loss,2.027827,0.024808,-2.027827,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,EXAONE-Tabular,log_loss,1.590926,0.01588,-1.590926,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular,log_loss,1.383569,0.012804,-1.383569,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-Medium,log_loss,1.409231,0.014447,-1.409231,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-Small,log_loss,1.552599,0.012525,-1.552599,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,LightGBM,log_loss,3.25342,0.06364,-3.25342,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,LimiX-2,log_loss,1.340652,0.014244,-1.340652,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,RandomForest,log_loss,4.246058,0.019562,-4.246058,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,RealMLP,log_loss,2.263144,0.043371,-2.263144,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabDPT,log_loss,3.38665,0.030916,-3.38665,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabDPT-1.3,log_loss,2.483071,0.023525,-2.483071,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabFM,log_loss,1.386091,0.019414,-1.386091,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabICLv2,log_loss,1.70093,0.021085,-1.70093,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabM,log_loss,2.140381,0.031981,-2.140381,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabPFN-3,log_loss,1.777136,0.013365,-1.777136,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabPFN-3.5,log_loss,1.422015,0.019335,-1.422015,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabPFN-3.5-Fast,log_loss,1.496383,0.020614,-1.496383,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabSTAR,log_loss,2.081342,0.032016,-2.081342,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,TabSTAR-v1.1,log_loss,2.083005,0.026756,-2.083005,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,XGBoost,log_loss,2.52181,0.027071,-2.52181,6,10000.0
MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Xiaomi-TabLDM,log_loss,1.687406,0.020512,-1.687406,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,CatBoost,log_loss,0.212624,0.006801,-0.212624,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,Causilo,log_loss,0.165026,0.007573,-0.165026,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,ConTextTab,log_loss,0.241363,0.006959,-0.241363,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,EXAONE-Tabular,log_loss,0.166978,0.008254,-0.166978,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular,log_loss,0.156589,0.007982,-0.156589,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Medium,log_loss,0.157727,0.008278,-0.157727,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Small,log_loss,0.163756,0.007411,-0.163756,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,LightGBM,log_loss,0.258927,0.014566,-0.258927,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,LimiX-2,log_loss,0.157809,0.007915,-0.157809,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,Mitra-v2,log_loss,0.160933,0.006973,-0.160933,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,RandomForest,log_loss,0.285156,0.016553,-0.285156,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,RealMLP,log_loss,0.295954,0.095275,-0.295954,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabDPT,log_loss,0.29523,0.009058,-0.29523,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabDPT-1.3,log_loss,0.257062,0.010113,-0.257062,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabFM,log_loss,0.154993,0.008515,-0.154993,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabICLv2,log_loss,0.171286,0.008487,-0.171286,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabM,log_loss,0.218874,0.012496,-0.218874,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabPFN-3,log_loss,0.175862,0.007667,-0.175862,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabPFN-3.5,log_loss,0.160908,0.008319,-0.160908,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabPFN-3.5-Fast,log_loss,0.166546,0.007527,-0.166546,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabPFN-v2,log_loss,0.194586,0.008432,-0.194586,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabPFN-v2p5,log_loss,0.173604,0.007934,-0.173604,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabSTAR,log_loss,0.171699,0.009491,-0.171699,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,TabSTAR-v1.1,log_loss,0.166834,0.011613,-0.166834,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,XGBoost,log_loss,0.219064,0.007386,-0.219064,6,10000.0
MUL_TEXT_US_ACCIDENTS,core,classification,text,Xiaomi-TabLDM,log_loss,0.17329,0.007906,-0.17329,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,CatBoost,log_loss,0.921158,0.015043,-0.921158,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,Causilo,log_loss,0.787556,0.016908,-0.787556,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,ConTextTab,log_loss,1.353735,0.010812,-1.353735,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,EXAONE-Tabular,log_loss,0.8049,0.018165,-0.8049,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular,log_loss,0.752638,0.016021,-0.752638,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-Medium,log_loss,0.763012,0.016461,-0.763012,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-Small,log_loss,0.779584,0.015742,-0.779584,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,LightGBM,log_loss,1.368792,0.028421,-1.368792,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,LimiX-2,log_loss,0.778541,0.017124,-0.778541,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,RandomForest,log_loss,1.597172,0.088122,-1.597172,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,RealMLP,log_loss,0.923513,0.014425,-0.923513,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabDPT,log_loss,1.311906,0.01954,-1.311906,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabDPT-1.3,log_loss,0.872779,0.02115,-0.872779,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabFM,log_loss,0.744928,0.019515,-0.744928,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabICLv2,log_loss,0.818467,0.018665,-0.818467,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabM,log_loss,0.882635,0.017173,-0.882635,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabPFN-3,log_loss,0.818334,0.016566,-0.818334,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabPFN-3.5,log_loss,0.761336,0.016281,-0.761336,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabPFN-3.5-Fast,log_loss,0.766334,0.015576,-0.766334,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabSTAR,log_loss,0.768842,0.014342,-0.768842,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,TabSTAR-v1.1,log_loss,0.783438,0.026942,-0.783438,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,XGBoost,log_loss,1.090897,0.019382,-1.090897,6,10000.0
MUL_TEXT_WINE_REVIEW,core,classification,text,Xiaomi-TabLDM,log_loss,0.832096,0.018358,-0.832096,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,CatBoost,log_loss,0.677652,0.004374,-0.677652,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Causilo,log_loss,0.654039,0.005142,-0.654039,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,ConTextTab,log_loss,0.84218,0.007369,-0.84218,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,EXAONE-Tabular,log_loss,0.65411,0.006102,-0.65411,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular,log_loss,0.649797,0.006021,-0.649797,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Medium,log_loss,0.651346,0.005766,-0.651346,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Small,log_loss,0.654785,0.005085,-0.654785,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,LightGBM,log_loss,0.734227,0.006181,-0.734227,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,LimiX-2,log_loss,0.650677,0.005878,-0.650677,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Mitra-v2,log_loss,0.653264,0.005538,-0.653264,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,RandomForest,log_loss,0.758164,0.011707,-0.758164,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,RealMLP,log_loss,0.675633,0.009667,-0.675633,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabDPT,log_loss,0.676179,0.003689,-0.676179,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabDPT-1.3,log_loss,0.654807,0.004913,-0.654807,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabFM,log_loss,0.650299,0.006907,-0.650299,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabICLv2,log_loss,0.655754,0.004882,-0.655754,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabM,log_loss,0.667922,0.017455,-0.667922,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabPFN-3,log_loss,0.658856,0.005126,-0.658856,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabPFN-3.5,log_loss,0.652102,0.005116,-0.652102,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabPFN-3.5-Fast,log_loss,0.653396,0.005094,-0.653396,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabPFN-v2,log_loss,0.661963,0.006586,-0.661963,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabPFN-v2p5,log_loss,0.656626,0.006446,-0.656626,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabSTAR,log_loss,0.660188,0.011107,-0.660188,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabSTAR-v1.1,log_loss,0.665849,0.007953,-0.665849,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,XGBoost,log_loss,0.709258,0.005363,-0.709258,6,10000.0
MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Xiaomi-TabLDM,log_loss,0.658524,0.005189,-0.658524,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,CatBoost,root_mean_squared_error,0.400654,0.007606,-0.400654,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Causilo,root_mean_squared_error,0.383617,0.010351,-0.383617,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.395656,0.010805,-0.395656,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.381129,0.009433,-0.381129,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.37192,0.010557,-0.37192,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.372291,0.009878,-0.372291,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.38113,0.009179,-0.38113,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,LightGBM,root_mean_squared_error,0.41369,0.008504,-0.41369,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.371116,0.011525,-0.371116,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.376725,0.010829,-0.376725,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,RandomForest,root_mean_squared_error,0.444246,0.006815,-0.444246,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,RealMLP,root_mean_squared_error,0.430895,0.004979,-0.430895,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabDPT,root_mean_squared_error,0.425627,0.011287,-0.425627,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.411046,0.011787,-0.411046,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabFM,root_mean_squared_error,0.38298,0.00934,-0.38298,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.400258,0.009454,-0.400258,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabM,root_mean_squared_error,0.402344,0.009388,-0.402344,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.393564,0.009602,-0.393564,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.381414,0.010404,-0.381414,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.383125,0.010988,-0.383125,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.397914,0.009711,-0.397914,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.385622,0.009285,-0.385622,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabSTAR,root_mean_squared_error,0.412907,0.010616,-0.412907,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.403994,0.009778,-0.403994,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,XGBoost,root_mean_squared_error,0.434752,0.007751,-0.434752,6,10000.0
REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.395019,0.009758,-0.395019,6,10000.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,CatBoost,root_mean_squared_error,0.705732,0.022244,-0.705732,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Causilo,root_mean_squared_error,0.619945,0.024309,-0.619945,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,ConTextTab,root_mean_squared_error,0.672908,0.027067,-0.672908,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,EXAONE-Tabular,root_mean_squared_error,0.635859,0.019892,-0.635859,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular,root_mean_squared_error,0.610474,0.022848,-0.610474,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Medium,root_mean_squared_error,0.620921,0.020941,-0.620921,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Small,root_mean_squared_error,0.621013,0.022518,-0.621013,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,LightGBM,root_mean_squared_error,0.738006,0.021673,-0.738006,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,LimiX-2,root_mean_squared_error,0.611021,0.026839,-0.611021,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Mitra-v2,root_mean_squared_error,0.621822,0.020255,-0.621822,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,RandomForest,root_mean_squared_error,0.752138,0.027117,-0.752138,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,RealMLP,root_mean_squared_error,0.709876,0.019979,-0.709876,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabDPT,root_mean_squared_error,0.645962,0.021682,-0.645962,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabDPT-1.3,root_mean_squared_error,0.645359,0.019528,-0.645359,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabFM,root_mean_squared_error,0.623812,0.021397,-0.623812,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabICLv2,root_mean_squared_error,0.638135,0.024958,-0.638135,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabM,root_mean_squared_error,0.683512,0.013899,-0.683512,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabPFN-3,root_mean_squared_error,0.63351,0.016619,-0.63351,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabPFN-3.5,root_mean_squared_error,0.619256,0.022229,-0.619256,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabPFN-3.5-Fast,root_mean_squared_error,0.624002,0.022039,-0.624002,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabPFN-v2,root_mean_squared_error,0.675904,0.018689,-0.675904,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabPFN-v2p5,root_mean_squared_error,0.655333,0.018432,-0.655333,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabSTAR,root_mean_squared_error,0.747049,0.022814,-0.747049,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabSTAR-v1.1,root_mean_squared_error,0.749549,0.016252,-0.749549,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,XGBoost,root_mean_squared_error,0.78168,0.019887,-0.78168,6,2326.0
REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Xiaomi-TabLDM,root_mean_squared_error,0.631162,0.022255,-0.631162,6,2326.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,CatBoost,root_mean_squared_error,3.24181,0.134003,-3.24181,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Causilo,root_mean_squared_error,3.02857,0.114827,-3.02857,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,ConTextTab,root_mean_squared_error,3.305507,0.11791,-3.305507,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,EXAONE-Tabular,root_mean_squared_error,3.072486,0.107481,-3.072486,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Kumo-Tabular,root_mean_squared_error,3.014341,0.117568,-3.014341,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,3.030901,0.119111,-3.030901,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,3.047771,0.118454,-3.047771,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,LightGBM,root_mean_squared_error,3.308201,0.132025,-3.308201,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,LimiX-2,root_mean_squared_error,3.058065,0.128216,-3.058065,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Mitra-v2,root_mean_squared_error,3.032542,0.111504,-3.032542,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,RandomForest,root_mean_squared_error,3.478982,0.118629,-3.478982,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,RealMLP,root_mean_squared_error,3.39801,0.128517,-3.39801,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabDPT,root_mean_squared_error,3.111699,0.096762,-3.111699,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabDPT-1.3,root_mean_squared_error,3.054495,0.117507,-3.054495,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabFM,root_mean_squared_error,3.041243,0.115827,-3.041243,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabICLv2,root_mean_squared_error,3.075621,0.116876,-3.075621,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabM,root_mean_squared_error,3.121774,0.108292,-3.121774,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabPFN-3,root_mean_squared_error,3.076581,0.114595,-3.076581,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabPFN-3.5,root_mean_squared_error,3.037914,0.115261,-3.037914,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,3.052275,0.117457,-3.052275,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabPFN-v2,root_mean_squared_error,3.145823,0.119802,-3.145823,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabPFN-v2p5,root_mean_squared_error,3.097531,0.117095,-3.097531,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabSTAR,root_mean_squared_error,3.077445,0.139489,-3.077445,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,3.085467,0.105469,-3.085467,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,XGBoost,root_mean_squared_error,3.497709,0.134171,-3.497709,6,10000.0
REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,3.06715,0.121978,-3.06715,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,CatBoost,root_mean_squared_error,17477.235171,11641.358895,-17477.235171,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,Causilo,root_mean_squared_error,20390.116418,13279.004879,-20390.116418,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,ConTextTab,root_mean_squared_error,23391.493165,13074.967727,-23391.493165,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,17599.75644,11655.162751,-17599.75644,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,18376.242072,13789.557523,-18376.242072,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,18451.358529,13245.714324,-18451.358529,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,18679.263203,14273.934438,-18679.263203,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,LightGBM,root_mean_squared_error,20967.842063,13521.034069,-20967.842063,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,LimiX-2,root_mean_squared_error,12609.497327,9019.881495,-12609.497327,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,Mitra-v2,root_mean_squared_error,15910.198816,10289.91776,-15910.198816,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,RandomForest,root_mean_squared_error,17879.234234,8762.450609,-17879.234234,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,RealMLP,root_mean_squared_error,21664.094416,12376.980572,-21664.094416,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabDPT,root_mean_squared_error,22534.970161,13391.649096,-22534.970161,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,20324.678277,14057.62875,-20324.678277,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabFM,root_mean_squared_error,14503.155416,8962.272785,-14503.155416,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabICLv2,root_mean_squared_error,20281.073082,14396.395576,-20281.073082,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabM,root_mean_squared_error,18053.836147,12850.604587,-18053.836147,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabPFN-3,root_mean_squared_error,20417.758157,13898.880385,-20417.758157,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,17577.95484,11231.398561,-17577.95484,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,17686.261325,11678.195795,-17686.261325,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,20840.904925,14504.906072,-20840.904925,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,19699.472803,11048.194314,-19699.472803,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabSTAR,root_mean_squared_error,23926.857933,12681.359176,-23926.857933,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,19921.856443,13884.967816,-19921.856443,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,XGBoost,root_mean_squared_error,19380.429593,12600.806316,-19380.429593,6,10000.0
REG_IMAGE_DVM_CAR,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,20734.613793,13711.180668,-20734.613793,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,CatBoost,root_mean_squared_error,0.099343,0.000663,-0.099343,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Causilo,root_mean_squared_error,0.087142,0.001486,-0.087142,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.08938,0.001543,-0.08938,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.086393,0.001514,-0.086393,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.081892,0.001303,-0.081892,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.083328,0.000892,-0.083328,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.085321,0.001302,-0.085321,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,LightGBM,root_mean_squared_error,0.107792,0.00067,-0.107792,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.082477,0.001542,-0.082477,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.085462,0.001305,-0.085462,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,RandomForest,root_mean_squared_error,0.101818,0.001502,-0.101818,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,RealMLP,root_mean_squared_error,0.101394,0.001065,-0.101394,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabDPT,root_mean_squared_error,0.092451,0.001538,-0.092451,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.089099,0.001834,-0.089099,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabFM,root_mean_squared_error,0.08353,0.001482,-0.08353,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.087466,0.00165,-0.087466,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabM,root_mean_squared_error,0.097819,0.001437,-0.097819,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.08749,0.001441,-0.08749,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.082688,0.001224,-0.082688,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.083222,0.001325,-0.083222,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.095744,0.001308,-0.095744,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.088689,0.001342,-0.088689,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabSTAR,root_mean_squared_error,0.104882,0.001351,-0.104882,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.102125,0.001726,-0.102125,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,XGBoost,root_mean_squared_error,0.103777,0.001027,-0.103777,6,10000.0
REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.087051,0.001666,-0.087051,6,10000.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,CatBoost,root_mean_squared_error,0.158361,0.004826,-0.158361,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Causilo,root_mean_squared_error,0.124365,0.003634,-0.124365,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.153438,0.003147,-0.153438,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.126828,0.001731,-0.126828,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.118584,0.003327,-0.118584,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.120091,0.002528,-0.120091,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.124398,0.003141,-0.124398,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,LightGBM,root_mean_squared_error,0.171572,0.002291,-0.171572,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.116826,0.003573,-0.116826,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.124632,0.001667,-0.124632,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,RandomForest,root_mean_squared_error,0.171836,0.00358,-0.171836,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,RealMLP,root_mean_squared_error,0.152778,0.003827,-0.152778,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabDPT,root_mean_squared_error,0.177243,0.005176,-0.177243,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.160828,0.006036,-0.160828,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabFM,root_mean_squared_error,0.129251,0.005276,-0.129251,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.132642,0.002334,-0.132642,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabM,root_mean_squared_error,0.152098,0.002937,-0.152098,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.129079,0.001808,-0.129079,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.120488,0.003017,-0.120488,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.122813,0.003599,-0.122813,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.152207,0.002599,-0.152207,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.133386,0.002808,-0.133386,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabSTAR,root_mean_squared_error,0.178385,0.004764,-0.178385,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.176201,0.003765,-0.176201,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,XGBoost,root_mean_squared_error,0.169569,0.002204,-0.169569,6,6554.0
REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.130053,0.001879,-0.130053,6,6554.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,CatBoost,root_mean_squared_error,4.459836,0.095555,-4.459836,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,Causilo,root_mean_squared_error,4.327867,0.088753,-4.327867,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,ConTextTab,root_mean_squared_error,4.418822,0.087353,-4.418822,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,EXAONE-Tabular,root_mean_squared_error,4.344409,0.082722,-4.344409,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,Kumo-Tabular,root_mean_squared_error,4.284853,0.092563,-4.284853,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,4.298014,0.092625,-4.298014,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,4.310499,0.090042,-4.310499,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,LightGBM,root_mean_squared_error,4.484479,0.083587,-4.484479,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,LimiX-2,root_mean_squared_error,4.292377,0.090877,-4.292377,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,Mitra-v2,root_mean_squared_error,4.30765,0.091232,-4.30765,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,RandomForest,root_mean_squared_error,4.507867,0.101106,-4.507867,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,RealMLP,root_mean_squared_error,4.606055,0.073625,-4.606055,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabDPT,root_mean_squared_error,4.416893,0.093176,-4.416893,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabDPT-1.3,root_mean_squared_error,4.412165,0.088776,-4.412165,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabFM,root_mean_squared_error,4.33419,0.092561,-4.33419,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabICLv2,root_mean_squared_error,4.353689,0.091484,-4.353689,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabM,root_mean_squared_error,4.433224,0.073734,-4.433224,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabPFN-3,root_mean_squared_error,4.388704,0.089525,-4.388704,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabPFN-3.5,root_mean_squared_error,4.308097,0.093769,-4.308097,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,4.327959,0.091093,-4.327959,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabPFN-v2,root_mean_squared_error,4.447506,0.089515,-4.447506,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabPFN-v2p5,root_mean_squared_error,4.382283,0.086805,-4.382283,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabSTAR,root_mean_squared_error,4.530787,0.09268,-4.530787,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,4.487813,0.085915,-4.487813,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,XGBoost,root_mean_squared_error,4.621915,0.091688,-4.621915,6,10000.0
REG_IMAGE_HNM_FASHION,core,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,4.334114,0.094141,-4.334114,6,10000.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,CatBoost,root_mean_squared_error,0.528724,0.013585,-0.528724,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Causilo,root_mean_squared_error,0.496026,0.007219,-0.496026,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.500828,0.010006,-0.500828,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.497551,0.007631,-0.497551,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.494368,0.00731,-0.494368,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.494457,0.007845,-0.494457,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.49902,0.012216,-0.49902,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,LightGBM,root_mean_squared_error,0.538437,0.012122,-0.538437,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.501436,0.011106,-0.501436,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.499238,0.011951,-0.499238,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,RandomForest,root_mean_squared_error,0.531382,0.00927,-0.531382,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,RealMLP,root_mean_squared_error,0.549987,0.025419,-0.549987,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabDPT,root_mean_squared_error,0.548221,0.007485,-0.548221,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.537343,0.011698,-0.537343,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabFM,root_mean_squared_error,0.499093,0.009758,-0.499093,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.502558,0.009641,-0.502558,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabM,root_mean_squared_error,0.529908,0.01176,-0.529908,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.504253,0.010073,-0.504253,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.498777,0.008762,-0.498777,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.496588,0.007323,-0.496588,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.504975,0.014962,-0.504975,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.502447,0.01112,-0.502447,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabSTAR,root_mean_squared_error,0.524817,0.008877,-0.524817,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.531602,0.017276,-0.531602,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,XGBoost,root_mean_squared_error,0.552177,0.015056,-0.552177,6,1092.0
REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.505394,0.009434,-0.505394,6,1092.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,CatBoost,root_mean_squared_error,3321.888734,863.799252,-3321.888734,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Causilo,root_mean_squared_error,2187.37704,525.735592,-2187.37704,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,ConTextTab,root_mean_squared_error,2126.507724,383.261055,-2126.507724,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,EXAONE-Tabular,root_mean_squared_error,2435.184359,526.188202,-2435.184359,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Kumo-Tabular,root_mean_squared_error,1790.286645,463.191244,-1790.286645,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,1873.760077,518.419362,-1873.760077,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,2024.657393,553.984377,-2024.657393,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,LightGBM,root_mean_squared_error,3606.567237,688.070112,-3606.567237,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,LimiX-2,root_mean_squared_error,2185.037163,631.134082,-2185.037163,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Mitra-v2,root_mean_squared_error,2388.439623,660.741773,-2388.439623,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,RandomForest,root_mean_squared_error,3797.777747,893.265405,-3797.777747,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,RealMLP,root_mean_squared_error,2764.500914,911.84486,-2764.500914,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabDPT,root_mean_squared_error,3263.607807,645.986234,-3263.607807,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabDPT-1.3,root_mean_squared_error,2909.134252,754.672228,-2909.134252,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabFM,root_mean_squared_error,2217.290503,659.122302,-2217.290503,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabICLv2,root_mean_squared_error,2457.562961,835.203745,-2457.562961,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabM,root_mean_squared_error,3029.598756,617.426862,-3029.598756,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabPFN-3,root_mean_squared_error,2345.920105,657.309375,-2345.920105,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabPFN-3.5,root_mean_squared_error,2179.475452,487.194564,-2179.475452,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,2099.131081,519.879823,-2099.131081,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabPFN-v2,root_mean_squared_error,2489.890112,760.933771,-2489.890112,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabPFN-v2p5,root_mean_squared_error,3669.998918,1933.516769,-3669.998918,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabSTAR,root_mean_squared_error,3171.796692,657.657947,-3171.796692,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,3214.724297,986.474179,-3214.724297,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,XGBoost,root_mean_squared_error,3982.623003,958.360828,-3982.623003,6,267.0
REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,2427.722759,836.490019,-2427.722759,6,267.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,CatBoost,root_mean_squared_error,457.88482,53.024454,-457.88482,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Causilo,root_mean_squared_error,428.827521,40.444986,-428.827521,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,ConTextTab,root_mean_squared_error,446.421652,47.837633,-446.421652,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,416.515878,33.676486,-416.515878,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,424.113768,38.344827,-424.113768,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,422.469587,38.196382,-422.469587,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,424.157884,32.503928,-424.157884,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,LightGBM,root_mean_squared_error,478.076931,48.497215,-478.076931,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,LimiX-2,root_mean_squared_error,423.986233,40.108842,-423.986233,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Mitra-v2,root_mean_squared_error,428.131105,43.944518,-428.131105,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,RandomForest,root_mean_squared_error,468.813603,53.467061,-468.813603,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,RealMLP,root_mean_squared_error,487.010411,51.008608,-487.010411,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabDPT,root_mean_squared_error,446.344288,38.679936,-446.344288,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,433.047925,39.390302,-433.047925,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabFM,root_mean_squared_error,427.447624,46.172802,-427.447624,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabICLv2,root_mean_squared_error,424.333194,36.53644,-424.333194,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabM,root_mean_squared_error,433.22502,49.912179,-433.22502,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabPFN-3,root_mean_squared_error,423.374512,35.127623,-423.374512,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,424.300915,34.787297,-424.300915,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,429.424272,39.374242,-429.424272,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,427.563936,41.623388,-427.563936,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,429.138108,43.267322,-429.138108,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabSTAR,root_mean_squared_error,448.335123,49.642105,-448.335123,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,479.371311,42.774142,-479.371311,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,XGBoost,root_mean_squared_error,509.158341,51.547554,-509.158341,6,646.0
REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,428.386179,39.661108,-428.386179,6,646.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,CatBoost,root_mean_squared_error,0.333496,0.00327,-0.333496,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Causilo,root_mean_squared_error,0.318553,0.002792,-0.318553,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,ConTextTab,root_mean_squared_error,0.327809,0.002952,-0.327809,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.316041,0.003077,-0.316041,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.312429,0.003782,-0.312429,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.313505,0.003199,-0.313505,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.316263,0.003072,-0.316263,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,LightGBM,root_mean_squared_error,0.335451,0.002251,-0.335451,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,LimiX-2,root_mean_squared_error,0.313991,0.003742,-0.313991,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Mitra-v2,root_mean_squared_error,0.315984,0.002466,-0.315984,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,RandomForest,root_mean_squared_error,0.342489,0.002446,-0.342489,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,RealMLP,root_mean_squared_error,0.34227,0.003025,-0.34227,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabDPT,root_mean_squared_error,0.350049,0.003542,-0.350049,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.335129,0.003303,-0.335129,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabFM,root_mean_squared_error,0.317182,0.0034,-0.317182,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabICLv2,root_mean_squared_error,0.325094,0.002909,-0.325094,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabM,root_mean_squared_error,0.326462,0.003822,-0.326462,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabPFN-3,root_mean_squared_error,0.321005,0.002669,-0.321005,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.317578,0.002238,-0.317578,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.318811,0.001822,-0.318811,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabPFN-v2,root_mean_squared_error,0.32561,0.003201,-0.32561,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.320017,0.003492,-0.320017,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabSTAR,root_mean_squared_error,0.335134,0.003074,-0.335134,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.333449,0.002356,-0.333449,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,XGBoost,root_mean_squared_error,0.348182,0.002772,-0.348182,6,8376.0
REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.322854,0.002592,-0.322854,6,8376.0
REG_IMAGE_MANGO_MASS,core,regression,image,CatBoost,root_mean_squared_error,0.060541,0.002406,-0.060541,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,Causilo,root_mean_squared_error,0.052595,0.003597,-0.052595,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,ConTextTab,root_mean_squared_error,0.054429,0.00312,-0.054429,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,EXAONE-Tabular,root_mean_squared_error,0.053628,0.003393,-0.053628,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular,root_mean_squared_error,0.052409,0.003726,-0.052409,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Medium,root_mean_squared_error,0.052877,0.003475,-0.052877,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Small,root_mean_squared_error,0.05258,0.003738,-0.05258,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,LightGBM,root_mean_squared_error,0.061955,0.002105,-0.061955,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,LimiX-2,root_mean_squared_error,0.052498,0.003122,-0.052498,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,Mitra-v2,root_mean_squared_error,0.053937,0.003676,-0.053937,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,RandomForest,root_mean_squared_error,0.064836,0.003108,-0.064836,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,RealMLP,root_mean_squared_error,0.059106,0.003119,-0.059106,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,TabDPT,root_mean_squared_error,0.053432,0.002942,-0.053432,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,TabDPT-1.3,root_mean_squared_error,0.054247,0.003323,-0.054247,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,TabFM,root_mean_squared_error,0.052535,0.002812,-0.052535,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,TabICLv2,root_mean_squared_error,0.053675,0.003573,-0.053675,6,364.0
REG_IMAGE_MANGO_MASS,core,regression,image,TabM,root_mean_squared_error,0.057557,0.001437,-0.057557,6,364.0
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REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,183651.883876,4607.484289,-183651.883876,6,10000.0
REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,XGBoost,root_mean_squared_error,198778.302719,3956.662776,-198778.302719,6,10000.0
REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,165470.295303,4776.753974,-165470.295303,6,10000.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,CatBoost,root_mean_squared_error,0.988766,0.050032,-0.988766,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Causilo,root_mean_squared_error,0.880119,0.046228,-0.880119,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.925544,0.033472,-0.925544,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.865791,0.049229,-0.865791,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.8445,0.042496,-0.8445,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.859996,0.037981,-0.859996,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.861845,0.042123,-0.861845,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,LightGBM,root_mean_squared_error,1.027713,0.056846,-1.027713,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.849953,0.043191,-0.849953,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.872966,0.048125,-0.872966,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,RandomForest,root_mean_squared_error,1.052907,0.043179,-1.052907,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,RealMLP,root_mean_squared_error,1.105115,0.030893,-1.105115,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabDPT,root_mean_squared_error,1.071629,0.040494,-1.071629,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,1.010775,0.039757,-1.010775,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabFM,root_mean_squared_error,0.882342,0.048569,-0.882342,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.901457,0.04306,-0.901457,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabM,root_mean_squared_error,0.981936,0.056992,-0.981936,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.92821,0.035977,-0.92821,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.876238,0.048453,-0.876238,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.878578,0.043192,-0.878578,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.901421,0.051384,-0.901421,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.911008,0.040996,-0.911008,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabSTAR,root_mean_squared_error,1.087054,0.033248,-1.087054,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,1.072949,0.036511,-1.072949,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,XGBoost,root_mean_squared_error,1.082134,0.020131,-1.082134,6,798.0
REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.889123,0.038914,-0.889123,6,798.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,CatBoost,root_mean_squared_error,0.370784,0.07296,-0.370784,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,Causilo,root_mean_squared_error,0.283665,0.069027,-0.283665,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.312135,0.072592,-0.312135,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.300226,0.074595,-0.300226,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.285358,0.074287,-0.285358,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.28498,0.069415,-0.28498,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.284317,0.071817,-0.284317,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,LightGBM,root_mean_squared_error,0.354231,0.064172,-0.354231,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.285261,0.068656,-0.285261,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.289379,0.069215,-0.289379,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,RandomForest,root_mean_squared_error,0.40927,0.071392,-0.40927,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,RealMLP,root_mean_squared_error,0.334141,0.060871,-0.334141,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabDPT,root_mean_squared_error,0.340619,0.074643,-0.340619,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.338152,0.074426,-0.338152,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabFM,root_mean_squared_error,0.29693,0.070681,-0.29693,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.295637,0.063539,-0.295637,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabM,root_mean_squared_error,0.320017,0.069963,-0.320017,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.297565,0.068015,-0.297565,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.290485,0.071171,-0.290485,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.287996,0.073362,-0.287996,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.332779,0.071013,-0.332779,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.32625,0.07232,-0.32625,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabSTAR,root_mean_squared_error,0.347787,0.068722,-0.347787,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.368016,0.058211,-0.368016,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,XGBoost,root_mean_squared_error,0.41138,0.068653,-0.41138,6,840.0
REG_IMAGE_WATCH_TIER,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.292014,0.073375,-0.292014,6,840.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,CatBoost,root_mean_squared_error,0.521227,0.004505,-0.521227,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Causilo,root_mean_squared_error,0.441589,0.004655,-0.441589,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,ConTextTab,root_mean_squared_error,0.489086,0.006913,-0.489086,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,EXAONE-Tabular,root_mean_squared_error,0.465348,0.003752,-0.465348,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Kumo-Tabular,root_mean_squared_error,0.422386,0.006017,-0.422386,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.427862,0.006038,-0.427862,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.438347,0.004982,-0.438347,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,LightGBM,root_mean_squared_error,0.559696,0.00401,-0.559696,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,LimiX-2,root_mean_squared_error,0.422698,0.006391,-0.422698,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.434319,0.004643,-0.434319,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,RandomForest,root_mean_squared_error,0.551254,0.00653,-0.551254,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,RealMLP,root_mean_squared_error,0.526171,0.002574,-0.526171,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabDPT,root_mean_squared_error,0.474822,0.00385,-0.474822,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabDPT-1.3,root_mean_squared_error,0.46582,0.003005,-0.46582,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabFM,root_mean_squared_error,0.447294,0.006879,-0.447294,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabICLv2,root_mean_squared_error,0.460722,0.003414,-0.460722,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabM,root_mean_squared_error,0.493201,0.004184,-0.493201,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabPFN-3,root_mean_squared_error,0.475112,0.003404,-0.475112,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabPFN-3.5,root_mean_squared_error,0.444585,0.00499,-0.444585,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabPFN-3.5-Fast,root_mean_squared_error,0.454208,0.005801,-0.454208,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabPFN-v2,root_mean_squared_error,0.514514,0.004479,-0.514514,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabPFN-v2p5,root_mean_squared_error,0.474485,0.006451,-0.474485,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabSTAR,root_mean_squared_error,0.562695,0.005878,-0.562695,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabSTAR-v1.1,root_mean_squared_error,0.553072,0.020688,-0.553072,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,XGBoost,root_mean_squared_error,0.560718,0.005326,-0.560718,6,8897.0
REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Xiaomi-TabLDM,root_mean_squared_error,0.453698,0.005203,-0.453698,6,8897.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,CatBoost,root_mean_squared_error,53.75974,4.782144,-53.75974,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Causilo,root_mean_squared_error,50.395253,5.55958,-50.395253,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,ConTextTab,root_mean_squared_error,51.352412,5.400147,-51.352412,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,50.231905,5.798133,-50.231905,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular,root_mean_squared_error,48.759657,5.315075,-48.759657,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,49.104471,5.562471,-49.104471,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,50.057017,5.547106,-50.057017,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,LightGBM,root_mean_squared_error,55.680029,4.053218,-55.680029,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,LimiX-2,root_mean_squared_error,49.458313,5.43641,-49.458313,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Mitra-v2,root_mean_squared_error,50.308762,5.377198,-50.308762,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,RandomForest,root_mean_squared_error,59.629881,4.456761,-59.629881,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,RealMLP,root_mean_squared_error,57.35028,4.175396,-57.35028,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabDPT,root_mean_squared_error,55.566064,5.506604,-55.566064,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabDPT-1.3,root_mean_squared_error,54.59203,5.440561,-54.59203,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabFM,root_mean_squared_error,50.557559,5.804024,-50.557559,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabICLv2,root_mean_squared_error,53.402131,5.503498,-53.402131,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabM,root_mean_squared_error,54.125373,4.876987,-54.125373,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabPFN-3,root_mean_squared_error,52.827092,4.858212,-52.827092,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabPFN-3.5,root_mean_squared_error,51.764754,5.434195,-51.764754,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,52.908103,5.508617,-52.908103,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabPFN-v2,root_mean_squared_error,52.117419,5.120816,-52.117419,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,50.54484,5.321873,-50.54484,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabSTAR,root_mean_squared_error,55.44929,4.396608,-55.44929,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,54.73999,5.695905,-54.73999,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,XGBoost,root_mean_squared_error,60.475602,2.995659,-60.475602,6,2546.0
REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,53.552381,5.080686,-53.552381,6,2546.0
REG_TEXT_ANIME_PLANET,extended,regression,text,CatBoost,root_mean_squared_error,0.449683,0.007153,-0.449683,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,Causilo,root_mean_squared_error,0.409407,0.006306,-0.409407,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,ConTextTab,root_mean_squared_error,0.440692,0.005561,-0.440692,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,0.414027,0.007244,-0.414027,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular,root_mean_squared_error,0.394598,0.006885,-0.394598,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.401884,0.007207,-0.401884,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.409125,0.006677,-0.409125,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,LightGBM,root_mean_squared_error,0.462159,0.005163,-0.462159,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,LimiX-2,root_mean_squared_error,0.394338,0.005716,-0.394338,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,Mitra-v2,root_mean_squared_error,0.404531,0.006164,-0.404531,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,RandomForest,root_mean_squared_error,0.489628,0.006127,-0.489628,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,RealMLP,root_mean_squared_error,0.48487,0.007696,-0.48487,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabDPT,root_mean_squared_error,0.559269,0.008734,-0.559269,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabDPT-1.3,root_mean_squared_error,0.517389,0.005526,-0.517389,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabFM,root_mean_squared_error,0.409065,0.007051,-0.409065,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabICLv2,root_mean_squared_error,0.423072,0.006795,-0.423072,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabM,root_mean_squared_error,0.433397,0.007293,-0.433397,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabPFN-3,root_mean_squared_error,0.426134,0.006732,-0.426134,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabPFN-3.5,root_mean_squared_error,0.407374,0.006504,-0.407374,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.413688,0.007411,-0.413688,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabPFN-v2,root_mean_squared_error,0.438186,0.008324,-0.438186,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,0.421852,0.007776,-0.421852,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabSTAR,root_mean_squared_error,0.459665,0.003999,-0.459665,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.447494,0.005234,-0.447494,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,XGBoost,root_mean_squared_error,0.484846,0.004193,-0.484846,6,9594.0
REG_TEXT_ANIME_PLANET,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.422022,0.006175,-0.422022,6,9594.0
REG_TEXT_BABIES_PRICES,core,regression,text,CatBoost,root_mean_squared_error,19.99073,3.124694,-19.99073,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,Causilo,root_mean_squared_error,15.115932,3.757118,-15.115932,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,ConTextTab,root_mean_squared_error,19.740747,3.092495,-19.740747,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,EXAONE-Tabular,root_mean_squared_error,16.046007,3.291104,-16.046007,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular,root_mean_squared_error,14.43758,3.744057,-14.43758,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,14.877447,3.817456,-14.877447,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,14.98895,3.794612,-14.98895,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,LightGBM,root_mean_squared_error,21.300877,2.802517,-21.300877,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,LimiX-2,root_mean_squared_error,14.616094,3.753671,-14.616094,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,Mitra-v2,root_mean_squared_error,15.146679,3.32248,-15.146679,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,RandomForest,root_mean_squared_error,22.567813,2.885658,-22.567813,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,RealMLP,root_mean_squared_error,19.516048,2.533986,-19.516048,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabDPT,root_mean_squared_error,20.460092,3.327354,-20.460092,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabDPT-1.3,root_mean_squared_error,16.985522,3.545318,-16.985522,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabFM,root_mean_squared_error,15.15657,3.606017,-15.15657,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabICLv2,root_mean_squared_error,15.388477,3.627315,-15.388477,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabM,root_mean_squared_error,18.305906,3.52164,-18.305906,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabPFN-3,root_mean_squared_error,16.285255,3.509632,-16.285255,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabPFN-3.5,root_mean_squared_error,14.99372,3.64135,-14.99372,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,15.155778,3.546373,-15.155778,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabPFN-v2,root_mean_squared_error,17.68662,3.179368,-17.68662,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabPFN-v2p5,root_mean_squared_error,16.70649,3.058908,-16.70649,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabSTAR,root_mean_squared_error,18.579459,3.086181,-18.579459,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,17.676912,2.789686,-17.676912,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,XGBoost,root_mean_squared_error,21.708008,2.559621,-21.708008,6,3390.0
REG_TEXT_BABIES_PRICES,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,15.154544,3.746752,-15.154544,6,3390.0
REG_TEXT_BOOK_PRICE,core,regression,text,CatBoost,root_mean_squared_error,0.228361,0.007487,-0.228361,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,Causilo,root_mean_squared_error,0.210138,0.007124,-0.210138,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,ConTextTab,root_mean_squared_error,0.229697,0.009086,-0.229697,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,EXAONE-Tabular,root_mean_squared_error,0.211957,0.007226,-0.211957,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular,root_mean_squared_error,0.205648,0.006994,-0.205648,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.207575,0.007132,-0.207575,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.210279,0.007676,-0.210279,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,LightGBM,root_mean_squared_error,0.235291,0.00816,-0.235291,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,LimiX-2,root_mean_squared_error,0.205168,0.006339,-0.205168,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,Mitra-v2,root_mean_squared_error,0.210381,0.006997,-0.210381,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,RandomForest,root_mean_squared_error,0.240314,0.008216,-0.240314,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,RealMLP,root_mean_squared_error,0.232684,0.006473,-0.232684,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabDPT,root_mean_squared_error,0.226455,0.007933,-0.226455,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabDPT-1.3,root_mean_squared_error,0.220813,0.007417,-0.220813,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabFM,root_mean_squared_error,0.212228,0.007318,-0.212228,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabICLv2,root_mean_squared_error,0.216023,0.007991,-0.216023,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabM,root_mean_squared_error,0.224796,0.007115,-0.224796,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabPFN-3,root_mean_squared_error,0.222074,0.008209,-0.222074,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabPFN-3.5,root_mean_squared_error,0.209333,0.007043,-0.209333,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.210402,0.006759,-0.210402,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabPFN-v2,root_mean_squared_error,0.230449,0.008363,-0.230449,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabPFN-v2p5,root_mean_squared_error,0.220577,0.008017,-0.220577,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabSTAR,root_mean_squared_error,0.228658,0.008083,-0.228658,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.240185,0.007513,-0.240185,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,XGBoost,root_mean_squared_error,0.248667,0.008481,-0.248667,6,3326.0
REG_TEXT_BOOK_PRICE,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.215301,0.007726,-0.215301,6,3326.0
REG_TEXT_BOOK_READABILITY,core,regression,text,CatBoost,root_mean_squared_error,0.834727,0.020199,-0.834727,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,Causilo,root_mean_squared_error,0.782639,0.024651,-0.782639,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,ConTextTab,root_mean_squared_error,0.819701,0.026703,-0.819701,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,EXAONE-Tabular,root_mean_squared_error,0.785512,0.031239,-0.785512,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular,root_mean_squared_error,0.769084,0.029128,-0.769084,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.773806,0.031853,-0.773806,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.780553,0.03255,-0.780553,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,LightGBM,root_mean_squared_error,0.856504,0.031797,-0.856504,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,LimiX-2,root_mean_squared_error,0.782865,0.033743,-0.782865,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,Mitra-v2,root_mean_squared_error,0.786594,0.022144,-0.786594,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,RandomForest,root_mean_squared_error,0.909703,0.029935,-0.909703,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,RealMLP,root_mean_squared_error,0.887807,0.052526,-0.887807,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabDPT,root_mean_squared_error,0.863585,0.022841,-0.863585,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabDPT-1.3,root_mean_squared_error,0.849399,0.017694,-0.849399,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabFM,root_mean_squared_error,0.78661,0.028443,-0.78661,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabICLv2,root_mean_squared_error,0.796276,0.023797,-0.796276,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabM,root_mean_squared_error,0.818137,0.02542,-0.818137,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabPFN-3,root_mean_squared_error,0.806567,0.026272,-0.806567,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabPFN-3.5,root_mean_squared_error,0.789549,0.023927,-0.789549,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.793413,0.023795,-0.793413,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabPFN-v2,root_mean_squared_error,0.803651,0.022873,-0.803651,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabPFN-v2p5,root_mean_squared_error,0.794583,0.027899,-0.794583,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabSTAR,root_mean_squared_error,0.801098,0.032305,-0.801098,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.786692,0.028713,-0.786692,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,XGBoost,root_mean_squared_error,0.910202,0.018195,-0.910202,6,3150.0
REG_TEXT_BOOK_READABILITY,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.799813,0.025951,-0.799813,6,3150.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,CatBoost,root_mean_squared_error,0.43162,0.014427,-0.43162,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Causilo,root_mean_squared_error,0.409826,0.011546,-0.409826,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,ConTextTab,root_mean_squared_error,0.407805,0.010014,-0.407805,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,0.410573,0.011133,-0.410573,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular,root_mean_squared_error,0.404422,0.010635,-0.404422,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.404476,0.010143,-0.404476,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.406917,0.013294,-0.406917,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,LightGBM,root_mean_squared_error,0.438114,0.016383,-0.438114,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,LimiX-2,root_mean_squared_error,0.404302,0.009362,-0.404302,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Mitra-v2,root_mean_squared_error,0.413367,0.012954,-0.413367,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,RandomForest,root_mean_squared_error,0.427283,0.012316,-0.427283,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,RealMLP,root_mean_squared_error,0.464173,0.021987,-0.464173,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabDPT,root_mean_squared_error,0.433511,0.014695,-0.433511,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabDPT-1.3,root_mean_squared_error,0.431013,0.014503,-0.431013,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabFM,root_mean_squared_error,0.408744,0.00996,-0.408744,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabICLv2,root_mean_squared_error,0.41051,0.010624,-0.41051,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabM,root_mean_squared_error,0.435336,0.018937,-0.435336,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabPFN-3,root_mean_squared_error,0.411875,0.011284,-0.411875,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabPFN-3.5,root_mean_squared_error,0.405703,0.01309,-0.405703,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.407302,0.012133,-0.407302,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabPFN-v2,root_mean_squared_error,0.424048,0.014128,-0.424048,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,0.414777,0.009582,-0.414777,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabSTAR,root_mean_squared_error,0.445739,0.015503,-0.445739,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.44532,0.012989,-0.44532,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,XGBoost,root_mean_squared_error,0.449318,0.018608,-0.449318,6,1197.0
REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.413355,0.011288,-0.413355,6,1197.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,CatBoost,root_mean_squared_error,9034.947062,140.790454,-9034.947062,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,Causilo,root_mean_squared_error,8845.304911,390.509568,-8845.304911,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,ConTextTab,root_mean_squared_error,10938.469017,406.364059,-10938.469017,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,8662.859281,344.294901,-8662.859281,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular,root_mean_squared_error,8544.959216,358.464029,-8544.959216,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,8590.514772,349.861132,-8590.514772,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,8732.9182,382.578707,-8732.9182,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,LightGBM,root_mean_squared_error,9289.942934,185.820743,-9289.942934,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,LimiX-2,root_mean_squared_error,8626.305073,362.794698,-8626.305073,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,Mitra-v2,root_mean_squared_error,8610.344595,284.151005,-8610.344595,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,RandomForest,root_mean_squared_error,9338.479997,217.38115,-9338.479997,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,RealMLP,root_mean_squared_error,9420.134231,448.82571,-9420.134231,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabDPT,root_mean_squared_error,10576.011266,389.158931,-10576.011266,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabDPT-1.3,root_mean_squared_error,9115.900994,275.033665,-9115.900994,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabFM,root_mean_squared_error,8628.786532,374.780536,-8628.786532,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabICLv2,root_mean_squared_error,9140.334352,368.664673,-9140.334352,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabM,root_mean_squared_error,9735.389428,336.260076,-9735.389428,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabPFN-3,root_mean_squared_error,8931.547098,297.48758,-8931.547098,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabPFN-3.5,root_mean_squared_error,8597.086036,240.826557,-8597.086036,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,8745.923,281.983781,-8745.923,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabPFN-v2,root_mean_squared_error,10066.347019,656.634627,-10066.347019,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,8893.706761,320.02837,-8893.706761,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabSTAR,root_mean_squared_error,12396.633203,504.400491,-12396.633203,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,9255.665512,343.913768,-9255.665512,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,XGBoost,root_mean_squared_error,9633.588368,352.782592,-9633.588368,6,10000.0
REG_TEXT_FIFA22_WAGES,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,8849.475098,317.669529,-8849.475098,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,CatBoost,root_mean_squared_error,0.560883,0.013707,-0.560883,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Causilo,root_mean_squared_error,0.536609,0.013686,-0.536609,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,ConTextTab,root_mean_squared_error,0.573634,0.01592,-0.573634,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,EXAONE-Tabular,root_mean_squared_error,0.541044,0.012961,-0.541044,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular,root_mean_squared_error,0.526666,0.013364,-0.526666,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.531052,0.013529,-0.531052,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.536808,0.013313,-0.536808,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,LightGBM,root_mean_squared_error,0.574762,0.012939,-0.574762,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,LimiX-2,root_mean_squared_error,0.533733,0.014328,-0.533733,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Mitra-v2,root_mean_squared_error,0.550045,0.012922,-0.550045,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,RandomForest,root_mean_squared_error,0.593151,0.013464,-0.593151,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,RealMLP,root_mean_squared_error,0.590407,0.012666,-0.590407,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabDPT,root_mean_squared_error,0.557746,0.016275,-0.557746,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabDPT-1.3,root_mean_squared_error,0.552428,0.015081,-0.552428,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabFM,root_mean_squared_error,0.536489,0.014107,-0.536489,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabICLv2,root_mean_squared_error,0.559632,0.012244,-0.559632,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabM,root_mean_squared_error,0.555637,0.014392,-0.555637,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabPFN-3,root_mean_squared_error,0.560106,0.014,-0.560106,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabPFN-3.5,root_mean_squared_error,0.542196,0.014438,-0.542196,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.542808,0.015481,-0.542808,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabPFN-v2,root_mean_squared_error,0.568493,0.01458,-0.568493,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabPFN-v2p5,root_mean_squared_error,0.548636,0.014575,-0.548636,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabSTAR,root_mean_squared_error,0.604684,0.095526,-0.604684,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.556572,0.01207,-0.556572,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,XGBoost,root_mean_squared_error,0.600483,0.016373,-0.600483,6,10000.0
REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.55046,0.013102,-0.55046,6,10000.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,CatBoost,root_mean_squared_error,4156.845889,451.742098,-4156.845889,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Causilo,root_mean_squared_error,3168.142834,514.529362,-3168.142834,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,ConTextTab,root_mean_squared_error,4624.299836,729.752202,-4624.299836,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,EXAONE-Tabular,root_mean_squared_error,3169.629973,400.0163,-3169.629973,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular,root_mean_squared_error,2657.039891,286.428272,-2657.039891,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,2762.867497,298.508589,-2762.867497,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,2922.243788,332.57035,-2922.243788,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,LightGBM,root_mean_squared_error,4478.16395,538.797085,-4478.16395,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,LimiX-2,root_mean_squared_error,2692.158127,373.519565,-2692.158127,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Mitra-v2,root_mean_squared_error,3159.612446,526.28463,-3159.612446,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,RandomForest,root_mean_squared_error,4806.394518,527.281071,-4806.394518,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,RealMLP,root_mean_squared_error,4758.729153,447.090676,-4758.729153,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabDPT,root_mean_squared_error,4853.042975,488.649001,-4853.042975,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabDPT-1.3,root_mean_squared_error,4071.407096,462.671328,-4071.407096,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabFM,root_mean_squared_error,3157.554043,363.190272,-3157.554043,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabICLv2,root_mean_squared_error,3930.393724,592.396748,-3930.393724,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabM,root_mean_squared_error,4312.316506,388.824882,-4312.316506,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabPFN-3,root_mean_squared_error,3700.584686,526.167888,-3700.584686,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabPFN-3.5,root_mean_squared_error,3253.100086,389.595568,-3253.100086,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,3200.457351,415.486135,-3200.457351,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabPFN-v2,root_mean_squared_error,3810.60858,728.55584,-3810.60858,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabPFN-v2p5,root_mean_squared_error,3422.498076,424.411536,-3422.498076,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabSTAR,root_mean_squared_error,5213.136758,521.046402,-5213.136758,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,4158.847894,364.142626,-4158.847894,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,XGBoost,root_mean_squared_error,4809.188391,417.957012,-4809.188391,6,6152.0
REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,3746.511736,611.235314,-3746.511736,6,6152.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,CatBoost,root_mean_squared_error,0.949058,0.028329,-0.949058,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,Causilo,root_mean_squared_error,0.914456,0.022797,-0.914456,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,ConTextTab,root_mean_squared_error,0.931618,0.022144,-0.931618,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,0.917188,0.023322,-0.917188,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular,root_mean_squared_error,0.910599,0.022794,-0.910599,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.914746,0.022787,-0.914746,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.919333,0.025142,-0.919333,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,LightGBM,root_mean_squared_error,0.95561,0.021621,-0.95561,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,LimiX-2,root_mean_squared_error,0.926427,0.03292,-0.926427,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,Mitra-v2,root_mean_squared_error,0.930942,0.021433,-0.930942,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,RandomForest,root_mean_squared_error,0.94652,0.021672,-0.94652,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,RealMLP,root_mean_squared_error,0.990904,0.04232,-0.990904,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabDPT,root_mean_squared_error,0.935623,0.027901,-0.935623,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabDPT-1.3,root_mean_squared_error,0.932033,0.021726,-0.932033,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabFM,root_mean_squared_error,0.91762,0.022104,-0.91762,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabICLv2,root_mean_squared_error,0.92316,0.024447,-0.92316,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabM,root_mean_squared_error,0.9555,0.03292,-0.9555,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabPFN-3,root_mean_squared_error,0.928321,0.022933,-0.928321,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabPFN-3.5,root_mean_squared_error,0.91407,0.020218,-0.91407,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.915532,0.020312,-0.915532,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabPFN-v2,root_mean_squared_error,0.969381,0.035015,-0.969381,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,0.93181,0.02468,-0.93181,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabSTAR,root_mean_squared_error,0.969077,0.033341,-0.969077,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.967523,0.032221,-0.967523,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,XGBoost,root_mean_squared_error,0.995432,0.035433,-0.995432,6,2737.0
REG_TEXT_RAMEN_RATINGS,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.925607,0.026018,-0.925607,6,2737.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,CatBoost,root_mean_squared_error,0.81528,0.013748,-0.81528,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Causilo,root_mean_squared_error,0.772011,0.01536,-0.772011,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,ConTextTab,root_mean_squared_error,0.753968,0.017422,-0.753968,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,EXAONE-Tabular,root_mean_squared_error,0.758548,0.015599,-0.758548,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular,root_mean_squared_error,0.735727,0.012981,-0.735727,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.745142,0.014066,-0.745142,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.760475,0.015868,-0.760475,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,LightGBM,root_mean_squared_error,0.828184,0.012261,-0.828184,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,LimiX-2,root_mean_squared_error,0.729971,0.014322,-0.729971,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Mitra-v2,root_mean_squared_error,0.82958,0.020543,-0.82958,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,RandomForest,root_mean_squared_error,0.864307,0.012336,-0.864307,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,RealMLP,root_mean_squared_error,0.835662,0.029129,-0.835662,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabDPT,root_mean_squared_error,0.887086,0.023339,-0.887086,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabDPT-1.3,root_mean_squared_error,0.851046,0.019935,-0.851046,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabFM,root_mean_squared_error,0.768055,0.017761,-0.768055,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabICLv2,root_mean_squared_error,0.803013,0.015782,-0.803013,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabM,root_mean_squared_error,0.802542,0.01468,-0.802542,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabPFN-3,root_mean_squared_error,0.793762,0.0148,-0.793762,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabPFN-3.5,root_mean_squared_error,0.773867,0.021054,-0.773867,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.779046,0.020488,-0.779046,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabPFN-v2,root_mean_squared_error,0.792841,0.014961,-0.792841,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabPFN-v2p5,root_mean_squared_error,0.767598,0.016042,-0.767598,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabSTAR,root_mean_squared_error,0.82441,0.015035,-0.82441,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.777221,0.012569,-0.777221,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,XGBoost,root_mean_squared_error,0.872355,0.014561,-0.872355,6,4772.0
REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.815293,0.019371,-0.815293,6,4772.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,CatBoost,root_mean_squared_error,22.609587,3.018022,-22.609587,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Causilo,root_mean_squared_error,20.331991,1.788479,-20.331991,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,ConTextTab,root_mean_squared_error,24.294395,3.646352,-24.294395,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,EXAONE-Tabular,root_mean_squared_error,18.583144,1.207832,-18.583144,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular,root_mean_squared_error,17.591803,0.927149,-17.591803,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,18.002558,1.101358,-18.002558,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,18.521582,1.197157,-18.521582,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,LightGBM,root_mean_squared_error,23.453959,2.633058,-23.453959,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,LimiX-2,root_mean_squared_error,17.470466,1.001796,-17.470466,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Mitra-v2,root_mean_squared_error,18.995755,1.401472,-18.995755,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,RandomForest,root_mean_squared_error,25.760204,2.751704,-25.760204,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,RealMLP,root_mean_squared_error,24.771572,3.095955,-24.771572,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabDPT,root_mean_squared_error,27.816115,2.90327,-27.816115,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabDPT-1.3,root_mean_squared_error,25.054966,2.412865,-25.054966,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabFM,root_mean_squared_error,19.239478,1.563636,-19.239478,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabICLv2,root_mean_squared_error,22.796395,2.189597,-22.796395,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabM,root_mean_squared_error,21.257764,2.194655,-21.257764,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabPFN-3,root_mean_squared_error,21.191315,1.778622,-21.191315,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabPFN-3.5,root_mean_squared_error,18.800207,1.119513,-18.800207,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,19.082535,1.073633,-19.082535,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabPFN-v2,root_mean_squared_error,21.170016,2.541349,-21.170016,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabPFN-v2p5,root_mean_squared_error,20.817505,2.156434,-20.817505,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabSTAR,root_mean_squared_error,27.574992,4.101184,-27.574992,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,21.225711,1.957783,-21.225711,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,XGBoost,root_mean_squared_error,24.801408,2.371404,-24.801408,6,10000.0
REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,22.829383,3.127278,-22.829383,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,CatBoost,root_mean_squared_error,890286.433959,188996.851049,-890286.433959,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Causilo,root_mean_squared_error,781697.080685,115739.684563,-781697.080685,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,ConTextTab,root_mean_squared_error,1613139.259047,134664.708417,-1613139.259047,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,782940.405349,104898.393141,-782940.405349,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular,root_mean_squared_error,745403.103957,103448.056351,-745403.103957,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,780553.510936,121723.966021,-780553.510936,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,793331.349946,110271.894349,-793331.349946,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,LightGBM,root_mean_squared_error,980048.354798,158404.201907,-980048.354798,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,LimiX-2,root_mean_squared_error,734080.245172,105232.662675,-734080.245172,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Mitra-v2,root_mean_squared_error,807294.340325,111293.367371,-807294.340325,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,RandomForest,root_mean_squared_error,965027.592341,185847.052465,-965027.592341,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,RealMLP,root_mean_squared_error,854396.765477,185289.512451,-854396.765477,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabDPT,root_mean_squared_error,2221207.88568,141990.057663,-2221207.88568,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabDPT-1.3,root_mean_squared_error,928504.233053,169396.245877,-928504.233053,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabFM,root_mean_squared_error,753474.303163,105652.540191,-753474.303163,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabICLv2,root_mean_squared_error,927373.980319,110103.65989,-927373.980319,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabM,root_mean_squared_error,795790.560176,111888.536023,-795790.560176,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabPFN-3,root_mean_squared_error,926087.704392,252789.563388,-926087.704392,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabPFN-3.5,root_mean_squared_error,865639.336196,289361.825528,-865639.336196,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,812970.168079,79477.67987,-812970.168079,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabPFN-v2,root_mean_squared_error,1430252.259626,455549.676667,-1430252.259626,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,1084990.334854,282122.861906,-1084990.334854,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabSTAR,root_mean_squared_error,2121195.381123,175520.801464,-2121195.381123,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,921713.660327,162359.632639,-921713.660327,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,XGBoost,root_mean_squared_error,1021788.177278,217853.776807,-1021788.177278,6,10000.0
REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,926241.357839,106291.415384,-926241.357839,6,10000.0
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REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Causilo,root_mean_squared_error,24075.252143,2143.866082,-24075.252143,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,ConTextTab,root_mean_squared_error,25662.33885,3297.554565,-25662.33885,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,22609.4463,1698.177164,-22609.4463,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular,root_mean_squared_error,21360.753769,2376.879997,-21360.753769,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,20894.730028,1966.305541,-20894.730028,6,5357.0
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REG_TEXT_USED_CAR_SAUDI,extended,regression,text,LightGBM,root_mean_squared_error,26928.878949,2422.798322,-26928.878949,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,LimiX-2,root_mean_squared_error,21181.671948,2157.695055,-21181.671948,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Mitra-v2,root_mean_squared_error,22433.795318,1966.729405,-22433.795318,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,RandomForest,root_mean_squared_error,28740.746884,2989.137879,-28740.746884,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,RealMLP,root_mean_squared_error,25179.281327,2391.913094,-25179.281327,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabDPT,root_mean_squared_error,28690.337541,3201.644295,-28690.337541,6,5357.0
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REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabFM,root_mean_squared_error,21936.127888,1613.419264,-21936.127888,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabICLv2,root_mean_squared_error,24626.142476,2040.292937,-24626.142476,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabM,root_mean_squared_error,24971.349609,2591.090619,-24971.349609,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabPFN-3,root_mean_squared_error,24188.828221,2403.305107,-24188.828221,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabPFN-3.5,root_mean_squared_error,21525.437166,1799.458569,-21525.437166,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,21882.373249,1868.389837,-21882.373249,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabPFN-v2,root_mean_squared_error,26295.765253,2734.526542,-26295.765253,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,24531.800018,2250.705454,-24531.800018,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabSTAR,root_mean_squared_error,31339.545327,4043.640723,-31339.545327,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,25620.526575,2963.136549,-25620.526575,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,XGBoost,root_mean_squared_error,28209.134469,3256.261626,-28209.134469,6,5357.0
REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,24363.467407,2236.985511,-24363.467407,6,5357.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,CatBoost,root_mean_squared_error,13217.760237,570.13807,-13217.760237,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Causilo,root_mean_squared_error,12080.681264,331.52802,-12080.681264,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,ConTextTab,root_mean_squared_error,13395.496778,796.289974,-13395.496778,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,EXAONE-Tabular,root_mean_squared_error,12143.704818,467.254321,-12143.704818,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular,root_mean_squared_error,11384.093573,458.199615,-11384.093573,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,11594.213893,461.694802,-11594.213893,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,12016.688512,359.433332,-12016.688512,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,LightGBM,root_mean_squared_error,14066.046818,726.91125,-14066.046818,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,LimiX-2,root_mean_squared_error,10895.92816,437.477783,-10895.92816,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Mitra-v2,root_mean_squared_error,11552.44785,576.588724,-11552.44785,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,RandomForest,root_mean_squared_error,14266.421379,726.65452,-14266.421379,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,RealMLP,root_mean_squared_error,13893.900949,698.818782,-13893.900949,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabDPT,root_mean_squared_error,13448.508748,748.691601,-13448.508748,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabDPT-1.3,root_mean_squared_error,12089.463053,447.697067,-12089.463053,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabFM,root_mean_squared_error,12169.200511,314.014024,-12169.200511,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabICLv2,root_mean_squared_error,12352.619416,428.52403,-12352.619416,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabM,root_mean_squared_error,13294.394725,763.71531,-13294.394725,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabPFN-3,root_mean_squared_error,12434.092729,373.333074,-12434.092729,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabPFN-3.5,root_mean_squared_error,12041.704005,373.675837,-12041.704005,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,12030.889443,356.899431,-12030.889443,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabPFN-v2,root_mean_squared_error,13740.182014,703.534732,-13740.182014,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabPFN-v2p5,root_mean_squared_error,12287.730617,466.276428,-12287.730617,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabSTAR,root_mean_squared_error,14058.050059,719.592975,-14058.050059,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,12640.651513,486.448111,-12640.651513,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,XGBoost,root_mean_squared_error,14246.889787,579.804175,-14246.889787,6,10000.0
REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,12124.87389,394.189026,-12124.87389,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,CatBoost,root_mean_squared_error,1.290136,0.235006,-1.290136,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Causilo,root_mean_squared_error,1.135122,0.226352,-1.135122,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,ConTextTab,root_mean_squared_error,1.291089,0.229619,-1.291089,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,EXAONE-Tabular,root_mean_squared_error,1.129414,0.24251,-1.129414,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular,root_mean_squared_error,1.053133,0.241247,-1.053133,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,1.058593,0.245116,-1.058593,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,1.099092,0.235282,-1.099092,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,LightGBM,root_mean_squared_error,1.236494,0.204706,-1.236494,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,LimiX-2,root_mean_squared_error,1.086055,0.299605,-1.086055,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Mitra-v2,root_mean_squared_error,1.082947,0.245801,-1.082947,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,RandomForest,root_mean_squared_error,1.457708,0.235952,-1.457708,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,RealMLP,root_mean_squared_error,1.333305,0.264762,-1.333305,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabDPT,root_mean_squared_error,1.305677,0.221222,-1.305677,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabDPT-1.3,root_mean_squared_error,1.224097,0.217379,-1.224097,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabFM,root_mean_squared_error,1.11664,0.26413,-1.11664,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabICLv2,root_mean_squared_error,1.243098,0.236465,-1.243098,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabM,root_mean_squared_error,1.215019,0.216538,-1.215019,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabPFN-3,root_mean_squared_error,1.279875,0.226514,-1.279875,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabPFN-3.5,root_mean_squared_error,1.099198,0.230052,-1.099198,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,1.131923,0.218771,-1.131923,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabPFN-v2,root_mean_squared_error,1.348197,0.218875,-1.348197,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabPFN-v2p5,root_mean_squared_error,1.239539,0.224034,-1.239539,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabSTAR,root_mean_squared_error,1.287366,0.226347,-1.287366,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,1.223291,0.228803,-1.223291,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,XGBoost,root_mean_squared_error,1.453709,0.280193,-1.453709,6,10000.0
REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,1.238408,0.239355,-1.238408,6,10000.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,CatBoost,root_mean_squared_error,818.142359,132.313197,-818.142359,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Causilo,root_mean_squared_error,697.539246,130.594508,-697.539246,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,ConTextTab,root_mean_squared_error,865.118612,138.042835,-865.118612,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,652.216515,91.443396,-652.216515,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular,root_mean_squared_error,674.02209,101.181684,-674.02209,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,683.732295,104.064562,-683.732295,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,675.426598,123.363206,-675.426598,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,LightGBM,root_mean_squared_error,782.761847,148.906961,-782.761847,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,LimiX-2,root_mean_squared_error,665.465434,110.121384,-665.465434,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Mitra-v2,root_mean_squared_error,691.699602,131.928814,-691.699602,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,RandomForest,root_mean_squared_error,786.732068,130.883363,-786.732068,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,RealMLP,root_mean_squared_error,840.51411,175.233207,-840.51411,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabDPT,root_mean_squared_error,883.641133,132.61684,-883.641133,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabDPT-1.3,root_mean_squared_error,756.458448,113.876949,-756.458448,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabFM,root_mean_squared_error,648.135641,112.029865,-648.135641,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabICLv2,root_mean_squared_error,772.817089,140.079133,-772.817089,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabM,root_mean_squared_error,817.980227,160.295677,-817.980227,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabPFN-3,root_mean_squared_error,844.806893,141.658022,-844.806893,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabPFN-3.5,root_mean_squared_error,740.041023,122.204524,-740.041023,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,755.488344,127.500564,-755.488344,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabPFN-v2,root_mean_squared_error,922.602783,141.267992,-922.602783,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,775.56674,138.557463,-775.56674,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabSTAR,root_mean_squared_error,870.595205,136.317593,-870.595205,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,769.206925,116.325838,-769.206925,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,XGBoost,root_mean_squared_error,850.695154,126.462113,-850.695154,6,8380.0
REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,780.080059,143.402795,-780.080059,6,8380.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,CatBoost,root_mean_squared_error,302.520632,82.716394,-302.520632,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Causilo,root_mean_squared_error,250.419229,83.279204,-250.419229,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,ConTextTab,root_mean_squared_error,300.850688,80.29879,-300.850688,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,242.615143,67.068869,-242.615143,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular,root_mean_squared_error,238.635187,60.067395,-238.635187,6,1498.0
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REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,LightGBM,root_mean_squared_error,309.419468,85.382449,-309.419468,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,LimiX-2,root_mean_squared_error,255.041643,78.969308,-255.041643,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Mitra-v2,root_mean_squared_error,254.851042,85.459309,-254.851042,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,RandomForest,root_mean_squared_error,287.926348,80.098396,-287.926348,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,RealMLP,root_mean_squared_error,306.929322,86.888447,-306.929322,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabDPT,root_mean_squared_error,341.092059,81.400825,-341.092059,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabDPT-1.3,root_mean_squared_error,254.540445,72.773043,-254.540445,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabFM,root_mean_squared_error,243.350125,74.472487,-243.350125,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabICLv2,root_mean_squared_error,250.23857,89.904637,-250.23857,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabM,root_mean_squared_error,306.365814,54.36188,-306.365814,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabPFN-3,root_mean_squared_error,283.312821,80.220996,-283.312821,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabPFN-3.5,root_mean_squared_error,250.494649,75.083381,-250.494649,6,1498.0
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REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabPFN-v2,root_mean_squared_error,316.611046,69.878765,-316.611046,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,262.424485,76.875699,-262.424485,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabSTAR,root_mean_squared_error,328.980186,76.493644,-328.980186,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,299.517526,61.341986,-299.517526,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,XGBoost,root_mean_squared_error,318.268847,81.421215,-318.268847,6,1498.0
REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,259.812736,85.091455,-259.812736,6,1498.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,CatBoost,root_mean_squared_error,0.089794,0.002584,-0.089794,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Causilo,root_mean_squared_error,0.087567,0.002691,-0.087567,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,ConTextTab,root_mean_squared_error,0.092296,0.002392,-0.092296,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,EXAONE-Tabular,root_mean_squared_error,0.087562,0.002013,-0.087562,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular,root_mean_squared_error,0.086505,0.002298,-0.086505,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.086334,0.002472,-0.086334,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.087998,0.002139,-0.087998,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,LightGBM,root_mean_squared_error,0.092231,0.002619,-0.092231,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,LimiX-2,root_mean_squared_error,0.086194,0.002231,-0.086194,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Mitra-v2,root_mean_squared_error,0.088911,0.001916,-0.088911,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,RandomForest,root_mean_squared_error,0.091508,0.002797,-0.091508,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,RealMLP,root_mean_squared_error,0.099457,0.003216,-0.099457,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabDPT,root_mean_squared_error,0.088921,0.002631,-0.088921,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabDPT-1.3,root_mean_squared_error,0.088198,0.002879,-0.088198,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabFM,root_mean_squared_error,0.087416,0.002791,-0.087416,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabICLv2,root_mean_squared_error,0.088441,0.002541,-0.088441,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabM,root_mean_squared_error,0.090635,0.001907,-0.090635,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabPFN-3,root_mean_squared_error,0.089098,0.001849,-0.089098,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabPFN-3.5,root_mean_squared_error,0.086988,0.002605,-0.086988,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.08748,0.002198,-0.08748,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabPFN-v2,root_mean_squared_error,0.092021,0.00261,-0.092021,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabPFN-v2p5,root_mean_squared_error,0.08905,0.002067,-0.08905,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabSTAR,root_mean_squared_error,0.094728,0.001814,-0.094728,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.089518,0.00279,-0.089518,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,XGBoost,root_mean_squared_error,0.09417,0.002745,-0.09417,6,5767.0
REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.08783,0.002521,-0.08783,6,5767.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,CatBoost,root_mean_squared_error,0.183298,0.003786,-0.183298,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Causilo,root_mean_squared_error,0.150727,0.004913,-0.150727,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,ConTextTab,root_mean_squared_error,0.172712,0.002875,-0.172712,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,EXAONE-Tabular,root_mean_squared_error,0.153789,0.003841,-0.153789,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular,root_mean_squared_error,0.143726,0.004084,-0.143726,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.145102,0.004519,-0.145102,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.150452,0.004496,-0.150452,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,LightGBM,root_mean_squared_error,0.206748,0.004516,-0.206748,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,LimiX-2,root_mean_squared_error,0.142667,0.004033,-0.142667,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Mitra-v2,root_mean_squared_error,0.14924,0.004332,-0.14924,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,RandomForest,root_mean_squared_error,0.196365,0.005839,-0.196365,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,RealMLP,root_mean_squared_error,0.177653,0.004849,-0.177653,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabDPT,root_mean_squared_error,0.182504,0.004563,-0.182504,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabDPT-1.3,root_mean_squared_error,0.168511,0.004057,-0.168511,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabFM,root_mean_squared_error,0.157901,0.004108,-0.157901,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabICLv2,root_mean_squared_error,0.156025,0.005093,-0.156025,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabM,root_mean_squared_error,0.1721,0.005193,-0.1721,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabPFN-3,root_mean_squared_error,0.159729,0.00542,-0.159729,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabPFN-3.5,root_mean_squared_error,0.149481,0.004699,-0.149481,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabPFN-3.5-Fast,root_mean_squared_error,0.151983,0.004812,-0.151983,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabPFN-v2,root_mean_squared_error,0.236341,0.00472,-0.236341,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabPFN-v2p5,root_mean_squared_error,0.158005,0.004148,-0.158005,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabSTAR,root_mean_squared_error,0.194805,0.011833,-0.194805,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabSTAR-v1.1,root_mean_squared_error,0.18952,0.008079,-0.18952,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,XGBoost,root_mean_squared_error,0.18966,0.004297,-0.18966,6,10000.0
REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Xiaomi-TabLDM,root_mean_squared_error,0.153509,0.005017,-0.153509,6,10000.0