diff --git "a/data/per_dataset.csv" "b/data/per_dataset.csv" --- "a/data/per_dataset.csv" +++ "b/data/per_dataset.csv" @@ -8,10 +8,10 @@ BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,EXAONE-Tabular (Frozen) BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.081597,0.002853,0.918403,6,10000.0 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.08931,0.004147,0.91069,6,10000.0 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.081515,0.003143,0.918485,6,10000.0 -BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.089452,0.003985,0.910548,6,10000.0 -BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.081401,0.002992,0.918599,6,10000.0 -BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.089873,0.003529,0.910127,6,10000.0 -BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.081613,0.002971,0.918387,6,10000.0 +BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.089452,0.003985,0.910548,6,10000.0 +BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.081401,0.002992,0.918599,6,10000.0 +BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.089873,0.003529,0.910127,6,10000.0 +BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.081613,0.002971,0.918387,6,10000.0 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.101041,0.003906,0.898959,6,10000.0 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,LightGBM (TAR),LightGBM,tar,roc_auc,0.0891,0.003771,0.9109,6,10000.0 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.089065,0.003888,0.910935,6,10000.0 @@ -56,10 +56,10 @@ BIN_IMAGE_HATEFUL_MEME,core,classification,image,EXAONE-Tabular (Frozen),EXAONE- BIN_IMAGE_HATEFUL_MEME,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.244276,0.016758,0.755724,6,6000.0 BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.199876,0.005299,0.800124,6,6000.0 BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.216102,0.022836,0.783898,6,6000.0 -BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.18031,0.005627,0.81969,6,6000.0 -BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.208943,0.029477,0.791057,6,6000.0 -BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.22085,0.00691,0.77915,6,6000.0 -BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.233918,0.019042,0.766082,6,6000.0 +BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.18031,0.005627,0.81969,6,6000.0 +BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.208943,0.029477,0.791057,6,6000.0 +BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.22085,0.00691,0.77915,6,6000.0 +BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.233918,0.019042,0.766082,6,6000.0 BIN_IMAGE_HATEFUL_MEME,core,classification,image,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.272765,0.00211,0.727235,6,6000.0 BIN_IMAGE_HATEFUL_MEME,core,classification,image,LightGBM (TAR),LightGBM,tar,roc_auc,0.281255,0.016804,0.718745,6,6000.0 BIN_IMAGE_HATEFUL_MEME,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.17532,0.005949,0.82468,6,6000.0 @@ -104,10 +104,10 @@ BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,EXAONE-Tabular (Frozen),EXA BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.220864,0.009013,0.779136,6,3468.0 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.14258,0.017018,0.85742,6,3468.0 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.177519,0.016609,0.822481,6,3468.0 -BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.147006,0.013007,0.852994,6,3468.0 -BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.176529,0.02092,0.823471,6,3468.0 -BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.156098,0.013882,0.843902,6,3468.0 -BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.201117,0.0139,0.798883,6,3468.0 +BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.147006,0.013007,0.852994,6,3468.0 +BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.176529,0.02092,0.823471,6,3468.0 +BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.156098,0.013882,0.843902,6,3468.0 +BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.201117,0.0139,0.798883,6,3468.0 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.267999,0.007242,0.732001,6,3468.0 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,LightGBM (TAR),LightGBM,tar,roc_auc,0.267157,0.006811,0.732843,6,3468.0 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.134811,0.008861,0.865189,6,3468.0 @@ -152,10 +152,10 @@ BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,EXAONE-Tabular (Frozen) BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.069901,0.011683,0.930099,6,291.0 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.074153,0.012867,0.925847,6,291.0 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.066873,0.011297,0.933127,6,291.0 -BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.076575,0.008801,0.923425,6,291.0 -BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.067724,0.013075,0.932276,6,291.0 -BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.0818,0.011347,0.9182,6,291.0 -BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.076251,0.014571,0.923749,6,291.0 +BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.076575,0.008801,0.923425,6,291.0 +BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.067724,0.013075,0.932276,6,291.0 +BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.0818,0.011347,0.9182,6,291.0 +BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.076251,0.014571,0.923749,6,291.0 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.09078,0.012306,0.90922,6,291.0 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,LightGBM (TAR),LightGBM,tar,roc_auc,0.080966,0.020354,0.919034,6,291.0 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.078526,0.005698,0.921474,6,291.0 @@ -200,10 +200,10 @@ BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,EXAONE-Tabular (Frozen BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.321095,0.018197,0.678905,6,1003.0 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.316786,0.018576,0.683214,6,1003.0 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.327478,0.020776,0.672522,6,1003.0 -BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.314561,0.019818,0.685439,6,1003.0 -BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.32453,0.021129,0.67547,6,1003.0 -BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.316863,0.015803,0.683137,6,1003.0 -BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.323795,0.019897,0.676205,6,1003.0 +BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.314561,0.019818,0.685439,6,1003.0 +BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.32453,0.021129,0.67547,6,1003.0 +BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.316863,0.015803,0.683137,6,1003.0 +BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.323795,0.019897,0.676205,6,1003.0 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.35958,0.010932,0.64042,6,1003.0 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,LightGBM (TAR),LightGBM,tar,roc_auc,0.341508,0.007458,0.658492,6,1003.0 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.311066,0.01873,0.688934,6,1003.0 @@ -248,10 +248,10 @@ BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,EXAONE-Tabular (Frozen), BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.006138,0.000335,0.993862,6,10000.0 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.005444,0.000435,0.994556,6,10000.0 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.00659,0.000586,0.99341,6,10000.0 -BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.005326,0.000537,0.994674,6,10000.0 -BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.006292,0.000538,0.993708,6,10000.0 -BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.005575,0.000532,0.994425,6,10000.0 -BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.006483,0.000533,0.993517,6,10000.0 +BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.005326,0.000537,0.994674,6,10000.0 +BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.006292,0.000538,0.993708,6,10000.0 +BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.005575,0.000532,0.994425,6,10000.0 +BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.006483,0.000533,0.993517,6,10000.0 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.007301,0.000575,0.992699,6,10000.0 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,LightGBM (TAR),LightGBM,tar,roc_auc,0.008059,0.000686,0.991941,6,10000.0 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.005178,0.000561,0.994822,6,10000.0 @@ -296,10 +296,10 @@ BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,EXAONE-Tabular (Frozen),EXAON BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.058238,0.007982,0.941762,6,8484.0 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.032316,0.004166,0.967684,6,8484.0 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.051361,0.008881,0.948639,6,8484.0 -BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.035728,0.00396,0.964272,6,8484.0 -BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.053893,0.007374,0.946107,6,8484.0 -BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.040389,0.004688,0.959611,6,8484.0 -BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.059187,0.009322,0.940813,6,8484.0 +BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.035728,0.00396,0.964272,6,8484.0 +BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.053893,0.007374,0.946107,6,8484.0 +BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.040389,0.004688,0.959611,6,8484.0 +BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.059187,0.009322,0.940813,6,8484.0 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.083891,0.00848,0.916109,6,8484.0 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,LightGBM (TAR),LightGBM,tar,roc_auc,0.089915,0.012113,0.910085,6,8484.0 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.031872,0.003354,0.968128,6,8484.0 @@ -344,10 +344,10 @@ BIN_TEXT_IMDB_GENRE,extended,classification,text,EXAONE-Tabular (Frozen),EXAONE- BIN_TEXT_IMDB_GENRE,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.142654,0.013149,0.857346,6,534.0 BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.126228,0.018328,0.873772,6,534.0 BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.131166,0.014069,0.868834,6,534.0 -BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.127807,0.020343,0.872193,6,534.0 -BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.132989,0.014641,0.867011,6,534.0 -BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.131612,0.022799,0.868388,6,534.0 -BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.136497,0.016083,0.863503,6,534.0 +BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.127807,0.020343,0.872193,6,534.0 +BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.132989,0.014641,0.867011,6,534.0 +BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.131612,0.022799,0.868388,6,534.0 +BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.136497,0.016083,0.863503,6,534.0 BIN_TEXT_IMDB_GENRE,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.182717,0.016716,0.817283,6,534.0 BIN_TEXT_IMDB_GENRE,extended,classification,text,LightGBM (TAR),LightGBM,tar,roc_auc,0.190863,0.022826,0.809137,6,534.0 BIN_TEXT_IMDB_GENRE,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.122045,0.017893,0.877955,6,534.0 @@ -392,10 +392,10 @@ BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,EXAONE-Tabular (Frozen),EXAONE BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.05829,0.004979,0.94171,6,10000.0 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.146827,0.005534,0.853173,6,10000.0 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.05902,0.004931,0.94098,6,10000.0 -BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.147881,0.005942,0.852119,6,10000.0 -BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.058198,0.004784,0.941802,6,10000.0 -BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.147587,0.005955,0.852413,6,10000.0 -BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.058923,0.004666,0.941077,6,10000.0 +BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.147881,0.005942,0.852119,6,10000.0 +BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.058198,0.004784,0.941802,6,10000.0 +BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.147587,0.005955,0.852413,6,10000.0 +BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.058923,0.004666,0.941077,6,10000.0 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.177522,0.010744,0.822478,6,10000.0 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,LightGBM (TAR),LightGBM,tar,roc_auc,0.067301,0.006322,0.932699,6,10000.0 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.147918,0.006349,0.852082,6,10000.0 @@ -440,10 +440,10 @@ BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,EXAONE-Tabular (Frozen),EX BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.241958,0.008032,0.758042,6,10000.0 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.234457,0.004264,0.765543,6,10000.0 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.234215,0.006843,0.765785,6,10000.0 -BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.236548,0.004267,0.763452,6,10000.0 -BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.235957,0.006008,0.764043,6,10000.0 -BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.24612,0.005587,0.75388,6,10000.0 -BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.243927,0.009066,0.756073,6,10000.0 +BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.236548,0.004267,0.763452,6,10000.0 +BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.235957,0.006008,0.764043,6,10000.0 +BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.24612,0.005587,0.75388,6,10000.0 +BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.243927,0.009066,0.756073,6,10000.0 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.275039,0.003688,0.724961,6,10000.0 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,LightGBM (TAR),LightGBM,tar,roc_auc,0.264131,0.007533,0.735869,6,10000.0 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.236331,0.004396,0.763669,6,10000.0 @@ -488,10 +488,10 @@ BIN_TEXT_OSHA_INJURY,extended,classification,text,EXAONE-Tabular (Frozen),EXAONE BIN_TEXT_OSHA_INJURY,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,roc_auc,0.397674,0.014247,0.602326,6,3232.0 BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,roc_auc,0.382257,0.016588,0.617743,6,3232.0 BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,roc_auc,0.384559,0.017825,0.615441,6,3232.0 -BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,roc_auc,0.384485,0.014037,0.615515,6,3232.0 -BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,roc_auc,0.387808,0.017162,0.612192,6,3232.0 -BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,roc_auc,0.388364,0.022137,0.611636,6,3232.0 -BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,roc_auc,0.39328,0.019588,0.60672,6,3232.0 +BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,roc_auc,0.384485,0.014037,0.615515,6,3232.0 +BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,roc_auc,0.387808,0.017162,0.612192,6,3232.0 +BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,roc_auc,0.388364,0.022137,0.611636,6,3232.0 +BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,roc_auc,0.39328,0.019588,0.60672,6,3232.0 BIN_TEXT_OSHA_INJURY,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,roc_auc,0.433023,0.013793,0.566977,6,3232.0 BIN_TEXT_OSHA_INJURY,extended,classification,text,LightGBM (TAR),LightGBM,tar,roc_auc,0.425348,0.010976,0.574652,6,3232.0 BIN_TEXT_OSHA_INJURY,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,roc_auc,0.375918,0.016173,0.624082,6,3232.0 @@ -536,10 +536,10 @@ MUL_IMAGE_CBIS_DDSM,core,classification,image,EXAONE-Tabular (Frozen),EXAONE-Tab MUL_IMAGE_CBIS_DDSM,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.685979,0.03702,-0.685979,6,1131.0 MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.695162,0.02548,-0.695162,6,1131.0 MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.659604,0.031854,-0.659604,6,1131.0 -MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.711325,0.021894,-0.711325,6,1131.0 -MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.671819,0.027916,-0.671819,6,1131.0 -MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.717372,0.018757,-0.717372,6,1131.0 -MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.676504,0.028143,-0.676504,6,1131.0 +MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.711325,0.021894,-0.711325,6,1131.0 +MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.671819,0.027916,-0.671819,6,1131.0 +MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.717372,0.018757,-0.717372,6,1131.0 +MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.676504,0.028143,-0.676504,6,1131.0 MUL_IMAGE_CBIS_DDSM,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,1.132601,0.054328,-1.132601,6,1131.0 MUL_IMAGE_CBIS_DDSM,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,1.292289,0.141436,-1.292289,6,1131.0 MUL_IMAGE_CBIS_DDSM,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.63637,0.02399,-0.63637,6,1131.0 @@ -584,10 +584,10 @@ MUL_IMAGE_CHEXPERT,core,classification,image,EXAONE-Tabular (Frozen),EXAONE-Tabu MUL_IMAGE_CHEXPERT,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.653526,0.007274,-0.653526,6,10000.0 MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.697849,0.006782,-0.697849,6,10000.0 MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.649305,0.00688,-0.649305,6,10000.0 -MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.705405,0.005928,-0.705405,6,10000.0 -MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.657423,0.006281,-0.657423,6,10000.0 -MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.702032,0.005751,-0.702032,6,10000.0 -MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.654732,0.006094,-0.654732,6,10000.0 +MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.705405,0.005928,-0.705405,6,10000.0 +MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.657423,0.006281,-0.657423,6,10000.0 +MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.702032,0.005751,-0.702032,6,10000.0 +MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.654732,0.006094,-0.654732,6,10000.0 MUL_IMAGE_CHEXPERT,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.728645,0.007632,-0.728645,6,10000.0 MUL_IMAGE_CHEXPERT,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,0.688675,0.00999,-0.688675,6,10000.0 MUL_IMAGE_CHEXPERT,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.660915,0.005689,-0.660915,6,10000.0 @@ -632,10 +632,10 @@ MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,EXAONE-Tabular (Frozen),EXAO MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.408661,0.113875,-1.408661,6,638.0 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.114127,0.022545,-1.114127,6,638.0 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.393693,0.15703,-1.393693,6,638.0 -MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.144475,0.033935,-1.144475,6,638.0 -MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.381682,0.146629,-1.381682,6,638.0 -MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.175945,0.032028,-1.175945,6,638.0 -MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.392612,0.12408,-1.392612,6,638.0 +MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.144475,0.033935,-1.144475,6,638.0 +MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.381682,0.146629,-1.381682,6,638.0 +MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.175945,0.032028,-1.175945,6,638.0 +MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.392612,0.12408,-1.392612,6,638.0 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,2.52005,0.134924,-2.52005,6,638.0 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,3.036473,0.352212,-3.036473,6,638.0 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.080915,0.03152,-1.080915,6,638.0 @@ -680,10 +680,10 @@ MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,EXAONE-Tabular (Frozen),EXAO MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.483945,0.068782,-1.483945,6,400.0 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.401009,0.036813,-1.401009,6,400.0 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.472665,0.069375,-1.472665,6,400.0 -MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.398806,0.038191,-1.398806,6,400.0 -MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.466947,0.069369,-1.466947,6,400.0 -MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.406225,0.0311,-1.406225,6,400.0 -MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.475182,0.066049,-1.475182,6,400.0 +MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.398806,0.038191,-1.398806,6,400.0 +MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.466947,0.069369,-1.466947,6,400.0 +MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.406225,0.0311,-1.406225,6,400.0 +MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.475182,0.066049,-1.475182,6,400.0 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,2.191169,0.159227,-2.191169,6,400.0 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,2.444591,0.234783,-2.444591,6,400.0 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.405168,0.040497,-1.405168,6,400.0 @@ -728,10 +728,10 @@ MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,EXAONE-Tabular (Frozen),EXAONE MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.295117,0.008073,-0.295117,6,8300.0 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.274623,0.00677,-0.274623,6,8300.0 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.29005,0.011759,-0.29005,6,8300.0 -MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.277589,0.006773,-0.277589,6,8300.0 -MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.293067,0.010937,-0.293067,6,8300.0 -MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.283026,0.007295,-0.283026,6,8300.0 -MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.293234,0.00816,-0.293234,6,8300.0 +MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.277589,0.006773,-0.277589,6,8300.0 +MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.293067,0.010937,-0.293067,6,8300.0 +MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.283026,0.007295,-0.283026,6,8300.0 +MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.293234,0.00816,-0.293234,6,8300.0 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.369651,0.012248,-0.369651,6,8300.0 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,0.397492,0.024911,-0.397492,6,8300.0 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.272202,0.009628,-0.272202,6,8300.0 @@ -776,10 +776,10 @@ MUL_IMAGE_HAM10000_LESION,extended,classification,image,EXAONE-Tabular (Frozen), MUL_IMAGE_HAM10000_LESION,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.421877,0.0458,-0.421877,6,4980.0 MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.413627,0.013519,-0.413627,6,4980.0 MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.411703,0.045911,-0.411703,6,4980.0 -MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.416501,0.013256,-0.416501,6,4980.0 -MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.414125,0.046159,-0.414125,6,4980.0 -MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.4188,0.011778,-0.4188,6,4980.0 -MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.416465,0.046606,-0.416465,6,4980.0 +MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.416501,0.013256,-0.416501,6,4980.0 +MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.414125,0.046159,-0.414125,6,4980.0 +MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.4188,0.011778,-0.4188,6,4980.0 +MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.416465,0.046606,-0.416465,6,4980.0 MUL_IMAGE_HAM10000_LESION,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.701219,0.02008,-0.701219,6,4980.0 MUL_IMAGE_HAM10000_LESION,extended,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,0.85123,0.167775,-0.85123,6,4980.0 MUL_IMAGE_HAM10000_LESION,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.420655,0.014049,-0.420655,6,4980.0 @@ -824,10 +824,10 @@ MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,EXAONE-Tabular (Frozen MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.242554,0.117165,-1.242554,6,2854.0 MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.931244,0.022868,-0.931244,6,2854.0 MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.147125,0.122258,-1.147125,6,2854.0 -MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.9707,0.021354,-0.9707,6,2854.0 -MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.167171,0.11496,-1.167171,6,2854.0 -MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.000838,0.017525,-1.000838,6,2854.0 -MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.191499,0.113568,-1.191499,6,2854.0 +MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.9707,0.021354,-0.9707,6,2854.0 +MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.167171,0.11496,-1.167171,6,2854.0 +MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.000838,0.017525,-1.000838,6,2854.0 +MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.191499,0.113568,-1.191499,6,2854.0 MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,1.794924,0.057138,-1.794924,6,2854.0 MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,2.290075,0.321167,-2.290075,6,2854.0 MUL_IMAGE_HEARTHSTONE_CLASS,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.973194,0.022622,-0.973194,6,2854.0 @@ -866,10 +866,10 @@ MUL_IMAGE_HUBMAP_HPA,core,classification,image,EXAONE-Tabular (Frozen),EXAONE-Ta MUL_IMAGE_HUBMAP_HPA,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.677351,0.051004,-0.677351,6,8388.0 MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.469899,0.009035,-0.469899,6,8388.0 MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.587645,0.05171,-0.587645,6,8388.0 -MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.503468,0.012149,-0.503468,6,8388.0 -MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.633404,0.053967,-0.633404,6,8388.0 -MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.545994,0.009883,-0.545994,6,8388.0 -MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.628139,0.044753,-0.628139,6,8388.0 +MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.503468,0.012149,-0.503468,6,8388.0 +MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.633404,0.053967,-0.633404,6,8388.0 +MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.545994,0.009883,-0.545994,6,8388.0 +MUL_IMAGE_HUBMAP_HPA,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.628139,0.044753,-0.628139,6,8388.0 MUL_IMAGE_HUBMAP_HPA,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.986338,0.015206,-0.986338,6,8388.0 MUL_IMAGE_HUBMAP_HPA,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,1.34022,0.211943,-1.34022,6,8388.0 MUL_IMAGE_HUBMAP_HPA,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.541195,0.010486,-0.541195,6,8388.0 @@ -914,10 +914,10 @@ MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,EXAONE-Tabular (Frozen),EXA MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.278579,0.022597,-0.278579,6,6880.0 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.291567,0.002523,-0.291567,6,6880.0 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.258785,0.018168,-0.258785,6,6880.0 -MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.295359,0.00296,-0.295359,6,6880.0 -MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.268398,0.018558,-0.268398,6,6880.0 -MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.303811,0.002841,-0.303811,6,6880.0 -MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.272787,0.021222,-0.272787,6,6880.0 +MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.295359,0.00296,-0.295359,6,6880.0 +MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.268398,0.018558,-0.268398,6,6880.0 +MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.303811,0.002841,-0.303811,6,6880.0 +MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.272787,0.021222,-0.272787,6,6880.0 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.450318,0.010176,-0.450318,6,6880.0 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,0.571018,0.111871,-0.571018,6,6880.0 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.292991,0.003523,-0.292991,6,6880.0 @@ -962,10 +962,10 @@ MUL_IMAGE_MINECRAFT,extended,classification,image,EXAONE-Tabular (Frozen),EXAONE MUL_IMAGE_MINECRAFT,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.295371,0.026205,-0.295371,6,4060.0 MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.235651,0.020751,-0.235651,6,4060.0 MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.280797,0.023425,-0.280797,6,4060.0 -MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.237619,0.019635,-0.237619,6,4060.0 -MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.286704,0.023986,-0.286704,6,4060.0 -MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.246402,0.018707,-0.246402,6,4060.0 -MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.279458,0.022003,-0.279458,6,4060.0 +MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.237619,0.019635,-0.237619,6,4060.0 +MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.286704,0.023986,-0.286704,6,4060.0 +MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.246402,0.018707,-0.246402,6,4060.0 +MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.279458,0.022003,-0.279458,6,4060.0 MUL_IMAGE_MINECRAFT,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.500464,0.034464,-0.500464,6,4060.0 MUL_IMAGE_MINECRAFT,extended,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,0.654266,0.046201,-0.654266,6,4060.0 MUL_IMAGE_MINECRAFT,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.209185,0.016384,-0.209185,6,4060.0 @@ -1010,10 +1010,10 @@ MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,EXAONE-Tabular (Frozen), MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.525244,0.07441,-0.525244,6,1094.0 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.490728,0.019078,-0.490728,6,1094.0 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.503681,0.057544,-0.503681,6,1094.0 -MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.492226,0.019801,-0.492226,6,1094.0 -MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.501949,0.053619,-0.501949,6,1094.0 -MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.498562,0.015417,-0.498562,6,1094.0 -MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.515933,0.065609,-0.515933,6,1094.0 +MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.492226,0.019801,-0.492226,6,1094.0 +MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.501949,0.053619,-0.501949,6,1094.0 +MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.498562,0.015417,-0.498562,6,1094.0 +MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.515933,0.065609,-0.515933,6,1094.0 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.979065,0.070113,-0.979065,6,1094.0 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,1.135577,0.244464,-1.135577,6,1094.0 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.494886,0.020857,-0.494886,6,1094.0 @@ -1058,10 +1058,10 @@ MUL_IMAGE_PETFINDER,core,classification,image,EXAONE-Tabular (Frozen),EXAONE-Tab MUL_IMAGE_PETFINDER,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.28824,0.016915,-1.28824,6,9768.0 MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.26309,0.007478,-1.26309,6,9768.0 MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.222407,0.018328,-1.222407,6,9768.0 -MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.279239,0.004407,-1.279239,6,9768.0 -MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.24865,0.015025,-1.24865,6,9768.0 -MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.278747,0.002508,-1.278747,6,9768.0 -MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.287847,0.019237,-1.287847,6,9768.0 +MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.279239,0.004407,-1.279239,6,9768.0 +MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.24865,0.015025,-1.24865,6,9768.0 +MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.278747,0.002508,-1.278747,6,9768.0 +MUL_IMAGE_PETFINDER,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.287847,0.019237,-1.287847,6,9768.0 MUL_IMAGE_PETFINDER,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,1.492023,0.009195,-1.492023,6,9768.0 MUL_IMAGE_PETFINDER,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,1.490816,0.039816,-1.490816,6,9768.0 MUL_IMAGE_PETFINDER,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.219399,0.006731,-1.219399,6,9768.0 @@ -1106,10 +1106,10 @@ MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,EXAONE-Tabular (Frozen),E MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.389872,0.043094,-1.389872,6,718.0 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.239512,0.031329,-1.239512,6,718.0 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.31348,0.042068,-1.31348,6,718.0 -MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.269018,0.037113,-1.269018,6,718.0 -MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.346406,0.043707,-1.346406,6,718.0 -MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.308299,0.035087,-1.308299,6,718.0 -MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.36642,0.047875,-1.36642,6,718.0 +MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.269018,0.037113,-1.269018,6,718.0 +MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.346406,0.043707,-1.346406,6,718.0 +MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.308299,0.035087,-1.308299,6,718.0 +MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.36642,0.047875,-1.36642,6,718.0 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,2.523563,0.103739,-2.523563,6,718.0 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,2.562455,0.129348,-2.562455,6,718.0 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.251978,0.035923,-1.251978,6,718.0 @@ -1154,10 +1154,10 @@ MUL_IMAGE_REDDIT_MEMES,extended,classification,image,EXAONE-Tabular (Frozen),EXA MUL_IMAGE_REDDIT_MEMES,extended,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.657621,0.040541,-0.657621,6,3214.0 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.603156,0.018382,-0.603156,6,3214.0 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.595624,0.032694,-0.595624,6,3214.0 -MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.612877,0.017103,-0.612877,6,3214.0 -MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.598807,0.03048,-0.598807,6,3214.0 -MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.626737,0.017217,-0.626737,6,3214.0 -MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.620911,0.030302,-0.620911,6,3214.0 +MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.612877,0.017103,-0.612877,6,3214.0 +MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.598807,0.03048,-0.598807,6,3214.0 +MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.626737,0.017217,-0.626737,6,3214.0 +MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.620911,0.030302,-0.620911,6,3214.0 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,1.101021,0.03193,-1.101021,6,3214.0 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,1.324911,0.132217,-1.324911,6,3214.0 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.582261,0.023041,-0.582261,6,3214.0 @@ -1202,10 +1202,10 @@ MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,EXAONE-Tabular (Frozen), MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.320959,0.015557,-0.320959,6,10000.0 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.272174,0.015333,-0.272174,6,10000.0 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.308351,0.014866,-0.308351,6,10000.0 -MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.279365,0.014316,-0.279365,6,10000.0 -MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.311292,0.014454,-0.311292,6,10000.0 -MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.292231,0.014656,-0.292231,6,10000.0 -MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.316857,0.013321,-0.316857,6,10000.0 +MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.279365,0.014316,-0.279365,6,10000.0 +MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.311292,0.014454,-0.311292,6,10000.0 +MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.292231,0.014656,-0.292231,6,10000.0 +MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.316857,0.013321,-0.316857,6,10000.0 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,LightGBM (Frozen),LightGBM,frozen,log_loss,0.532532,0.020067,-0.532532,6,10000.0 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,LightGBM (TAR),LightGBM,tar,log_loss,0.719697,0.067447,-0.719697,6,10000.0 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.290832,0.014859,-0.290832,6,10000.0 @@ -1250,10 +1250,10 @@ MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,EXAONE-Tabular (Froz MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.091529,0.009108,-0.091529,6,10000.0 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.081838,0.008268,-0.081838,6,10000.0 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.08399,0.009387,-0.08399,6,10000.0 -MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.087559,0.007911,-0.087559,6,10000.0 -MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.089272,0.008506,-0.089272,6,10000.0 -MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.08867,0.007787,-0.08867,6,10000.0 -MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.090952,0.009726,-0.090952,6,10000.0 +MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.087559,0.007911,-0.087559,6,10000.0 +MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.089272,0.008506,-0.089272,6,10000.0 +MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.08867,0.007787,-0.08867,6,10000.0 +MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.090952,0.009726,-0.090952,6,10000.0 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.148794,0.009718,-0.148794,6,10000.0 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.146874,0.012736,-0.146874,6,10000.0 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.080832,0.009328,-0.080832,6,10000.0 @@ -1298,10 +1298,10 @@ MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,EXAONE-Tabular (Frozen),EX MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.828349,0.01756,-0.828349,6,2645.0 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.809278,0.008085,-0.809278,6,2645.0 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.814623,0.012481,-0.814623,6,2645.0 -MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.811165,0.009693,-0.811165,6,2645.0 -MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.817407,0.01132,-0.817407,6,2645.0 -MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.816905,0.012587,-0.816905,6,2645.0 -MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.821759,0.011884,-0.821759,6,2645.0 +MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.811165,0.009693,-0.811165,6,2645.0 +MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.817407,0.01132,-0.817407,6,2645.0 +MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.816905,0.012587,-0.816905,6,2645.0 +MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.821759,0.011884,-0.821759,6,2645.0 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.941932,0.015501,-0.941932,6,2645.0 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.95694,0.038367,-0.95694,6,2645.0 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.803756,0.010739,-0.803756,6,2645.0 @@ -1346,10 +1346,10 @@ MUL_TEXT_BOX_OFFICE,extended,classification,text,EXAONE-Tabular (Frozen),EXAONE- MUL_TEXT_BOX_OFFICE,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.907804,0.018675,-0.907804,6,4939.0 MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.877475,0.01756,-0.877475,6,4939.0 MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.885715,0.018763,-0.885715,6,4939.0 -MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.882479,0.017773,-0.882479,6,4939.0 -MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.89167,0.018814,-0.89167,6,4939.0 -MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.895491,0.019498,-0.895491,6,4939.0 -MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.904801,0.019778,-0.904801,6,4939.0 +MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.882479,0.017773,-0.882479,6,4939.0 +MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.89167,0.018814,-0.89167,6,4939.0 +MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.895491,0.019498,-0.895491,6,4939.0 +MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.904801,0.019778,-0.904801,6,4939.0 MUL_TEXT_BOX_OFFICE,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,1.082374,0.026893,-1.082374,6,4939.0 MUL_TEXT_BOX_OFFICE,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,1.102888,0.021497,-1.102888,6,4939.0 MUL_TEXT_BOX_OFFICE,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.87071,0.021669,-0.87071,6,4939.0 @@ -1394,10 +1394,10 @@ MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,EXAONE-Tabular (Frozen) MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.527583,0.005224,-0.527583,6,10000.0 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.515787,0.002801,-0.515787,6,10000.0 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.522137,0.004909,-0.522137,6,10000.0 -MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.519416,0.003173,-0.519416,6,10000.0 -MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.526279,0.005092,-0.526279,6,10000.0 -MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.522731,0.004253,-0.522731,6,10000.0 -MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.529953,0.006632,-0.529953,6,10000.0 +MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.519416,0.003173,-0.519416,6,10000.0 +MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.526279,0.005092,-0.526279,6,10000.0 +MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.522731,0.004253,-0.522731,6,10000.0 +MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.529953,0.006632,-0.529953,6,10000.0 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.700604,0.016362,-0.700604,6,10000.0 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.708123,0.008649,-0.708123,6,10000.0 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.518186,0.00362,-0.518186,6,10000.0 @@ -1442,10 +1442,10 @@ MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,EXAONE-Tabular (Frozen), MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.1571,0.014764,-1.1571,6,10000.0 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.130496,0.008555,-1.130496,6,10000.0 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.133143,0.012179,-1.133143,6,10000.0 -MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.136117,0.007298,-1.136117,6,10000.0 -MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.140358,0.011256,-1.140358,6,10000.0 -MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.146359,0.008382,-1.146359,6,10000.0 -MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.151649,0.012313,-1.151649,6,10000.0 +MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.136117,0.007298,-1.136117,6,10000.0 +MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.140358,0.011256,-1.140358,6,10000.0 +MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.146359,0.008382,-1.146359,6,10000.0 +MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.151649,0.012313,-1.151649,6,10000.0 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,1.389282,0.013244,-1.389282,6,10000.0 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,1.389834,0.021319,-1.389834,6,10000.0 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.122088,0.010038,-1.122088,6,10000.0 @@ -1490,10 +1490,10 @@ MUL_TEXT_KOREAN_DRAMA,extended,classification,text,EXAONE-Tabular (Frozen),EXAON MUL_TEXT_KOREAN_DRAMA,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.945415,0.029776,-1.945415,6,1098.0 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.88479,0.014625,-1.88479,6,1098.0 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.908369,0.032498,-1.908369,6,1098.0 -MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.890484,0.012816,-1.890484,6,1098.0 -MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.917628,0.028542,-1.917628,6,1098.0 -MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.912686,0.012948,-1.912686,6,1098.0 -MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.934034,0.026452,-1.934034,6,1098.0 +MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.890484,0.012816,-1.890484,6,1098.0 +MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.917628,0.028542,-1.917628,6,1098.0 +MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.912686,0.012948,-1.912686,6,1098.0 +MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.934034,0.026452,-1.934034,6,1098.0 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,2.861044,0.081979,-2.861044,6,1098.0 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,2.989642,0.09692,-2.989642,6,1098.0 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.868236,0.014758,-1.868236,6,1098.0 @@ -1538,10 +1538,10 @@ MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,EXAONE-Tabular (Frozen),E MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.444479,0.019822,-1.444479,6,10000.0 MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.390904,0.01266,-1.390904,6,10000.0 MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.403135,0.013402,-1.403135,6,10000.0 -MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.400262,0.014036,-1.400262,6,10000.0 -MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.416493,0.016324,-1.416493,6,10000.0 -MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.433786,0.015894,-1.433786,6,10000.0 -MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.448755,0.017081,-1.448755,6,10000.0 +MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.400262,0.014036,-1.400262,6,10000.0 +MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.416493,0.016324,-1.416493,6,10000.0 +MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.433786,0.015894,-1.433786,6,10000.0 +MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.448755,0.017081,-1.448755,6,10000.0 MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,1.679913,0.01427,-1.679913,6,10000.0 MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,1.718588,0.019687,-1.718588,6,10000.0 MUL_TEXT_MELBOURNE_AIRBNB,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.379942,0.012167,-1.379942,6,10000.0 @@ -1584,10 +1584,10 @@ MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,EXAONE-Tabular (Frozen),E MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.571175,0.004671,-0.571175,6,10000.0 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.592518,0.00429,-0.592518,6,10000.0 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.565316,0.005594,-0.565316,6,10000.0 -MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.593698,0.003855,-0.593698,6,10000.0 -MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.56939,0.005296,-0.56939,6,10000.0 -MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.597712,0.003816,-0.597712,6,10000.0 -MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.573401,0.006856,-0.573401,6,10000.0 +MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.593698,0.003855,-0.593698,6,10000.0 +MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.56939,0.005296,-0.56939,6,10000.0 +MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.597712,0.003816,-0.597712,6,10000.0 +MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.573401,0.006856,-0.573401,6,10000.0 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.713469,0.007191,-0.713469,6,10000.0 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.707967,0.020924,-0.707967,6,10000.0 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.591693,0.00497,-0.591693,6,10000.0 @@ -1632,10 +1632,10 @@ MUL_TEXT_NEWS_CHANNEL,extended,classification,text,EXAONE-Tabular (Frozen),EXAON MUL_TEXT_NEWS_CHANNEL,extended,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.172009,0.006356,-1.172009,6,10000.0 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.157869,0.0054,-1.157869,6,10000.0 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.151777,0.00426,-1.151777,6,10000.0 -MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.166139,0.004679,-1.166139,6,10000.0 -MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.159729,0.005232,-1.159729,6,10000.0 -MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.177173,0.004466,-1.177173,6,10000.0 -MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.171289,0.006568,-1.171289,6,10000.0 +MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.166139,0.004679,-1.166139,6,10000.0 +MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.159729,0.005232,-1.159729,6,10000.0 +MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.177173,0.004466,-1.177173,6,10000.0 +MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.171289,0.006568,-1.171289,6,10000.0 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,1.312693,0.012794,-1.312693,6,10000.0 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,1.308682,0.013186,-1.308682,6,10000.0 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.159846,0.004548,-1.159846,6,10000.0 @@ -1680,10 +1680,10 @@ MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,EXAONE-Tabular (Frozen),EXAO MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.354799,0.009421,-0.354799,6,3394.0 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.35826,0.006444,-0.35826,6,3394.0 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.352924,0.011088,-0.352924,6,3394.0 -MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.361534,0.006721,-0.361534,6,3394.0 -MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.353355,0.01111,-0.353355,6,3394.0 -MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.363335,0.006312,-0.363335,6,3394.0 -MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.352801,0.011562,-0.352801,6,3394.0 +MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.361534,0.006721,-0.361534,6,3394.0 +MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.353355,0.01111,-0.353355,6,3394.0 +MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.363335,0.006312,-0.363335,6,3394.0 +MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.352801,0.011562,-0.352801,6,3394.0 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.624319,0.035917,-0.624319,6,3394.0 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.5967,0.022017,-0.5967,6,3394.0 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.362033,0.0098,-0.362033,6,3394.0 @@ -1728,10 +1728,10 @@ MUL_TEXT_SPOTIFY_GENRES,core,classification,text,EXAONE-Tabular (Frozen),EXAONE- MUL_TEXT_SPOTIFY_GENRES,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,1.534016,0.02007,-1.534016,6,10000.0 MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,1.383569,0.012804,-1.383569,6,10000.0 MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,1.35297,0.018073,-1.35297,6,10000.0 -MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,1.409231,0.014447,-1.409231,6,10000.0 -MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,1.385577,0.015819,-1.385577,6,10000.0 -MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,1.552599,0.012525,-1.552599,6,10000.0 -MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,1.511488,0.016442,-1.511488,6,10000.0 +MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,1.409231,0.014447,-1.409231,6,10000.0 +MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,1.385577,0.015819,-1.385577,6,10000.0 +MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,1.552599,0.012525,-1.552599,6,10000.0 +MUL_TEXT_SPOTIFY_GENRES,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,1.511488,0.016442,-1.511488,6,10000.0 MUL_TEXT_SPOTIFY_GENRES,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,3.25342,0.06364,-3.25342,6,10000.0 MUL_TEXT_SPOTIFY_GENRES,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,3.291294,0.05786,-3.291294,6,10000.0 MUL_TEXT_SPOTIFY_GENRES,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,1.340652,0.014244,-1.340652,6,10000.0 @@ -1770,10 +1770,10 @@ MUL_TEXT_US_ACCIDENTS,core,classification,text,EXAONE-Tabular (Frozen),EXAONE-Ta MUL_TEXT_US_ACCIDENTS,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.152182,0.007177,-0.152182,6,10000.0 MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.156589,0.007982,-0.156589,6,10000.0 MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.148412,0.008292,-0.148412,6,10000.0 -MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.157727,0.008278,-0.157727,6,10000.0 -MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.149982,0.007586,-0.149982,6,10000.0 -MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.163756,0.007411,-0.163756,6,10000.0 -MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.152563,0.00747,-0.152563,6,10000.0 +MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.157727,0.008278,-0.157727,6,10000.0 +MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.149982,0.007586,-0.149982,6,10000.0 +MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.163756,0.007411,-0.163756,6,10000.0 +MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.152563,0.00747,-0.152563,6,10000.0 MUL_TEXT_US_ACCIDENTS,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.258927,0.014566,-0.258927,6,10000.0 MUL_TEXT_US_ACCIDENTS,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.265045,0.01381,-0.265045,6,10000.0 MUL_TEXT_US_ACCIDENTS,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.157809,0.007915,-0.157809,6,10000.0 @@ -1818,10 +1818,10 @@ MUL_TEXT_WINE_REVIEW,core,classification,text,EXAONE-Tabular (Frozen),EXAONE-Tab MUL_TEXT_WINE_REVIEW,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.70707,0.011018,-0.70707,6,10000.0 MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.752638,0.016021,-0.752638,6,10000.0 MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.678433,0.010372,-0.678433,6,10000.0 -MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.763012,0.016461,-0.763012,6,10000.0 -MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.682875,0.011365,-0.682875,6,10000.0 -MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.779584,0.015742,-0.779584,6,10000.0 -MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.697536,0.011492,-0.697536,6,10000.0 +MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.763012,0.016461,-0.763012,6,10000.0 +MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.682875,0.011365,-0.682875,6,10000.0 +MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.779584,0.015742,-0.779584,6,10000.0 +MUL_TEXT_WINE_REVIEW,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.697536,0.011492,-0.697536,6,10000.0 MUL_TEXT_WINE_REVIEW,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,1.368792,0.028421,-1.368792,6,10000.0 MUL_TEXT_WINE_REVIEW,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,1.269251,0.024076,-1.269251,6,10000.0 MUL_TEXT_WINE_REVIEW,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.778541,0.017124,-0.778541,6,10000.0 @@ -1860,10 +1860,10 @@ MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,EXAONE-Tabular (Frozen), MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,log_loss,0.639767,0.007531,-0.639767,6,10000.0 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,log_loss,0.649797,0.006021,-0.649797,6,10000.0 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,log_loss,0.637488,0.007689,-0.637488,6,10000.0 -MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,log_loss,0.651346,0.005766,-0.651346,6,10000.0 -MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,log_loss,0.637891,0.0075,-0.637891,6,10000.0 -MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,log_loss,0.654785,0.005085,-0.654785,6,10000.0 -MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,log_loss,0.638317,0.00669,-0.638317,6,10000.0 +MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,log_loss,0.651346,0.005766,-0.651346,6,10000.0 +MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,log_loss,0.637891,0.0075,-0.637891,6,10000.0 +MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,log_loss,0.654785,0.005085,-0.654785,6,10000.0 +MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,log_loss,0.638317,0.00669,-0.638317,6,10000.0 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,LightGBM (Frozen),LightGBM,frozen,log_loss,0.734227,0.006181,-0.734227,6,10000.0 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,LightGBM (TAR),LightGBM,tar,log_loss,0.726929,0.014132,-0.726929,6,10000.0 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,LimiX-2 (Frozen),LimiX-2,frozen,log_loss,0.650677,0.005878,-0.650677,6,10000.0 @@ -1908,10 +1908,10 @@ REG_IMAGE_AIRBNB_NYC,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE-Ta REG_IMAGE_AIRBNB_NYC,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.38118,0.010003,-0.38118,6,10000.0 REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.37192,0.010557,-0.37192,6,10000.0 REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.371355,0.011055,-0.371355,6,10000.0 -REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.372291,0.009878,-0.372291,6,10000.0 -REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.37225,0.0106,-0.37225,6,10000.0 -REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.38113,0.009179,-0.38113,6,10000.0 -REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.380595,0.009343,-0.380595,6,10000.0 +REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.372291,0.009878,-0.372291,6,10000.0 +REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.37225,0.0106,-0.37225,6,10000.0 +REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.38113,0.009179,-0.38113,6,10000.0 +REG_IMAGE_AIRBNB_NYC,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.380595,0.009343,-0.380595,6,10000.0 REG_IMAGE_AIRBNB_NYC,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.41369,0.008504,-0.41369,6,10000.0 REG_IMAGE_AIRBNB_NYC,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.413084,0.01141,-0.413084,6,10000.0 REG_IMAGE_AIRBNB_NYC,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.371116,0.011525,-0.371116,6,10000.0 @@ -1956,10 +1956,10 @@ REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,EXAONE-Tabular (Frozen),EXAON REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.640936,0.038519,-0.640936,6,2326.0 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.610474,0.022848,-0.610474,6,2326.0 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.615478,0.044236,-0.615478,6,2326.0 -REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.620921,0.020941,-0.620921,6,2326.0 -REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.625342,0.044162,-0.625342,6,2326.0 -REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.621013,0.022518,-0.621013,6,2326.0 -REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.624622,0.04312,-0.624622,6,2326.0 +REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.620921,0.020941,-0.620921,6,2326.0 +REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.625342,0.044162,-0.625342,6,2326.0 +REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.621013,0.022518,-0.621013,6,2326.0 +REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.624622,0.04312,-0.624622,6,2326.0 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.738006,0.021673,-0.738006,6,2326.0 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.686479,0.031113,-0.686479,6,2326.0 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.611021,0.026839,-0.611021,6,2326.0 @@ -2004,10 +2004,10 @@ REG_IMAGE_AMAZON_PACKAGES,core,regression,image,EXAONE-Tabular (Frozen),EXAONE-T REG_IMAGE_AMAZON_PACKAGES,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,2.909769,0.105589,-2.909769,6,10000.0 REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,3.014341,0.117568,-3.014341,6,10000.0 REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,2.865433,0.119658,-2.865433,6,10000.0 -REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,3.030901,0.119111,-3.030901,6,10000.0 -REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,2.879955,0.12257,-2.879955,6,10000.0 -REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,3.047771,0.118454,-3.047771,6,10000.0 -REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,2.887163,0.119124,-2.887163,6,10000.0 +REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,3.030901,0.119111,-3.030901,6,10000.0 +REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,2.879955,0.12257,-2.879955,6,10000.0 +REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,3.047771,0.118454,-3.047771,6,10000.0 +REG_IMAGE_AMAZON_PACKAGES,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,2.887163,0.119124,-2.887163,6,10000.0 REG_IMAGE_AMAZON_PACKAGES,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,3.308201,0.132025,-3.308201,6,10000.0 REG_IMAGE_AMAZON_PACKAGES,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,3.062635,0.10859,-3.062635,6,10000.0 REG_IMAGE_AMAZON_PACKAGES,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,3.058065,0.128216,-3.058065,6,10000.0 @@ -2052,10 +2052,10 @@ REG_IMAGE_DVM_CAR,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE-Tabul REG_IMAGE_DVM_CAR,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,17739.030983,12203.612126,-17739.030983,6,10000.0 REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,18376.242072,13789.557523,-18376.242072,6,10000.0 REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,18328.586707,14167.225933,-18328.586707,6,10000.0 -REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,18451.358529,13245.714324,-18451.358529,6,10000.0 -REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,18494.299875,14138.292216,-18494.299875,6,10000.0 -REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,18679.263203,14273.934438,-18679.263203,6,10000.0 -REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,18721.480459,14700.02695,-18721.480459,6,10000.0 +REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,18451.358529,13245.714324,-18451.358529,6,10000.0 +REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,18494.299875,14138.292216,-18494.299875,6,10000.0 +REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,18679.263203,14273.934438,-18679.263203,6,10000.0 +REG_IMAGE_DVM_CAR,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,18721.480459,14700.02695,-18721.480459,6,10000.0 REG_IMAGE_DVM_CAR,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,20967.842063,13521.034069,-20967.842063,6,10000.0 REG_IMAGE_DVM_CAR,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,20813.982514,13160.447262,-20813.982514,6,10000.0 REG_IMAGE_DVM_CAR,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,12609.497327,9019.881495,-12609.497327,6,10000.0 @@ -2100,10 +2100,10 @@ REG_IMAGE_FLIPKART_RATIO,extended,regression,image,EXAONE-Tabular (Frozen),EXAON REG_IMAGE_FLIPKART_RATIO,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.099749,0.006457,-0.099749,6,10000.0 REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.081892,0.001303,-0.081892,6,10000.0 REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.090778,0.004055,-0.090778,6,10000.0 -REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.083328,0.000892,-0.083328,6,10000.0 -REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.092634,0.004521,-0.092634,6,10000.0 -REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.085321,0.001302,-0.085321,6,10000.0 -REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.095964,0.005745,-0.095964,6,10000.0 +REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.083328,0.000892,-0.083328,6,10000.0 +REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.092634,0.004521,-0.092634,6,10000.0 +REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.085321,0.001302,-0.085321,6,10000.0 +REG_IMAGE_FLIPKART_RATIO,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.095964,0.005745,-0.095964,6,10000.0 REG_IMAGE_FLIPKART_RATIO,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.107792,0.00067,-0.107792,6,10000.0 REG_IMAGE_FLIPKART_RATIO,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.119044,0.003882,-0.119044,6,10000.0 REG_IMAGE_FLIPKART_RATIO,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.082477,0.001542,-0.082477,6,10000.0 @@ -2148,10 +2148,10 @@ REG_IMAGE_GOIAS_HOUSES,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE- REG_IMAGE_GOIAS_HOUSES,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.158062,0.01044,-0.158062,6,6554.0 REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.118584,0.003327,-0.118584,6,6554.0 REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.150297,0.010661,-0.150297,6,6554.0 -REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.120091,0.002528,-0.120091,6,6554.0 -REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.15332,0.010321,-0.15332,6,6554.0 -REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.124398,0.003141,-0.124398,6,6554.0 -REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.159919,0.012585,-0.159919,6,6554.0 +REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.120091,0.002528,-0.120091,6,6554.0 +REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.15332,0.010321,-0.15332,6,6554.0 +REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.124398,0.003141,-0.124398,6,6554.0 +REG_IMAGE_GOIAS_HOUSES,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.159919,0.012585,-0.159919,6,6554.0 REG_IMAGE_GOIAS_HOUSES,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.171572,0.002291,-0.171572,6,6554.0 REG_IMAGE_GOIAS_HOUSES,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.211204,0.018395,-0.211204,6,6554.0 REG_IMAGE_GOIAS_HOUSES,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.116826,0.003573,-0.116826,6,6554.0 @@ -2196,10 +2196,10 @@ REG_IMAGE_HNM_FASHION,core,regression,image,EXAONE-Tabular (Frozen),EXAONE-Tabul REG_IMAGE_HNM_FASHION,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,4.381187,0.087121,-4.381187,6,10000.0 REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,4.284853,0.092563,-4.284853,6,10000.0 REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,4.315146,0.091322,-4.315146,6,10000.0 -REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,4.298014,0.092625,-4.298014,6,10000.0 -REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,4.335313,0.09433,-4.335313,6,10000.0 -REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,4.310499,0.090042,-4.310499,6,10000.0 -REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,4.344509,0.093341,-4.344509,6,10000.0 +REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,4.298014,0.092625,-4.298014,6,10000.0 +REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,4.335313,0.09433,-4.335313,6,10000.0 +REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,4.310499,0.090042,-4.310499,6,10000.0 +REG_IMAGE_HNM_FASHION,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,4.344509,0.093341,-4.344509,6,10000.0 REG_IMAGE_HNM_FASHION,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,4.484479,0.083587,-4.484479,6,10000.0 REG_IMAGE_HNM_FASHION,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,4.5019,0.0932,-4.5019,6,10000.0 REG_IMAGE_HNM_FASHION,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,4.292377,0.090877,-4.292377,6,10000.0 @@ -2244,10 +2244,10 @@ REG_IMAGE_KAMERNET_SIZE,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE REG_IMAGE_KAMERNET_SIZE,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.503619,0.012074,-0.503619,6,1092.0 REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.494368,0.00731,-0.494368,6,1092.0 REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.502022,0.010233,-0.502022,6,1092.0 -REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.494457,0.007845,-0.494457,6,1092.0 -REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.50049,0.010655,-0.50049,6,1092.0 -REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.49902,0.012216,-0.49902,6,1092.0 -REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.504302,0.012747,-0.504302,6,1092.0 +REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.494457,0.007845,-0.494457,6,1092.0 +REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.50049,0.010655,-0.50049,6,1092.0 +REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.49902,0.012216,-0.49902,6,1092.0 +REG_IMAGE_KAMERNET_SIZE,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.504302,0.012747,-0.504302,6,1092.0 REG_IMAGE_KAMERNET_SIZE,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.538437,0.012122,-0.538437,6,1092.0 REG_IMAGE_KAMERNET_SIZE,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.544403,0.011407,-0.544403,6,1092.0 REG_IMAGE_KAMERNET_SIZE,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.501436,0.011106,-0.501436,6,1092.0 @@ -2292,10 +2292,10 @@ REG_IMAGE_KHAADI_CLOTHES,core,regression,image,EXAONE-Tabular (Frozen),EXAONE-Ta REG_IMAGE_KHAADI_CLOTHES,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,2157.961458,682.391567,-2157.961458,6,267.0 REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,1790.286645,463.191244,-1790.286645,6,267.0 REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,1676.144049,529.813589,-1676.144049,6,267.0 -REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,1873.760077,518.419362,-1873.760077,6,267.0 -REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,1743.077291,639.121414,-1743.077291,6,267.0 -REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,2024.657393,553.984377,-2024.657393,6,267.0 -REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,1654.110948,627.872104,-1654.110948,6,267.0 +REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,1873.760077,518.419362,-1873.760077,6,267.0 +REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,1743.077291,639.121414,-1743.077291,6,267.0 +REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,2024.657393,553.984377,-2024.657393,6,267.0 +REG_IMAGE_KHAADI_CLOTHES,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,1654.110948,627.872104,-1654.110948,6,267.0 REG_IMAGE_KHAADI_CLOTHES,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,3606.567237,688.070112,-3606.567237,6,267.0 REG_IMAGE_KHAADI_CLOTHES,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,3205.97241,573.810707,-3205.97241,6,267.0 REG_IMAGE_KHAADI_CLOTHES,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,2185.037163,631.134082,-2185.037163,6,267.0 @@ -2340,10 +2340,10 @@ REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,EXAONE-Tabular (Frozen),EXAO REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,418.632255,34.522258,-418.632255,6,646.0 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,424.113768,38.344827,-424.113768,6,646.0 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,425.553236,42.103531,-425.553236,6,646.0 -REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,422.469587,38.196382,-422.469587,6,646.0 -REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,423.704276,39.745891,-423.704276,6,646.0 -REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,424.157884,32.503928,-424.157884,6,646.0 -REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,426.437921,35.624552,-426.437921,6,646.0 +REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,422.469587,38.196382,-422.469587,6,646.0 +REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,423.704276,39.745891,-423.704276,6,646.0 +REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,424.157884,32.503928,-424.157884,6,646.0 +REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,426.437921,35.624552,-426.437921,6,646.0 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,478.076931,48.497215,-478.076931,6,646.0 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,481.614651,48.685993,-481.614651,6,646.0 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,423.986233,40.108842,-423.986233,6,646.0 @@ -2388,10 +2388,10 @@ REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,EXAONE-Tabular (Frozen),EXAONE REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.315522,0.003977,-0.315522,6,8376.0 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.312429,0.003782,-0.312429,6,8376.0 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.311611,0.004273,-0.311611,6,8376.0 -REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.313505,0.003199,-0.313505,6,8376.0 -REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.312556,0.003953,-0.312556,6,8376.0 -REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.316263,0.003072,-0.316263,6,8376.0 -REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.315106,0.004027,-0.315106,6,8376.0 +REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.313505,0.003199,-0.313505,6,8376.0 +REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.312556,0.003953,-0.312556,6,8376.0 +REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.316263,0.003072,-0.316263,6,8376.0 +REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.315106,0.004027,-0.315106,6,8376.0 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.335451,0.002251,-0.335451,6,8376.0 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.333825,0.003859,-0.333825,6,8376.0 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.313991,0.003742,-0.313991,6,8376.0 @@ -2436,10 +2436,10 @@ REG_IMAGE_MANGO_MASS,core,regression,image,EXAONE-Tabular (Frozen),EXAONE-Tabula REG_IMAGE_MANGO_MASS,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.047171,0.000964,-0.047171,6,364.0 REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.052409,0.003726,-0.052409,6,364.0 REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.04658,0.001482,-0.04658,6,364.0 -REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.052877,0.003475,-0.052877,6,364.0 -REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.04665,0.001413,-0.04665,6,364.0 -REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.05258,0.003738,-0.05258,6,364.0 -REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.04656,0.001132,-0.04656,6,364.0 +REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.052877,0.003475,-0.052877,6,364.0 +REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.04665,0.001413,-0.04665,6,364.0 +REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.05258,0.003738,-0.05258,6,364.0 +REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.04656,0.001132,-0.04656,6,364.0 REG_IMAGE_MANGO_MASS,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.061955,0.002105,-0.061955,6,364.0 REG_IMAGE_MANGO_MASS,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.051609,0.002863,-0.051609,6,364.0 REG_IMAGE_MANGO_MASS,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.052498,0.003122,-0.052498,6,364.0 @@ -2484,10 +2484,10 @@ REG_IMAGE_MKPHOTO_BOTS,core,regression,image,EXAONE-Tabular (Frozen),EXAONE-Tabu REG_IMAGE_MKPHOTO_BOTS,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.096342,0.001578,-0.096342,6,9166.0 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.088451,0.001277,-0.088451,6,9166.0 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.088474,0.001983,-0.088474,6,9166.0 -REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.090752,0.001438,-0.090752,6,9166.0 -REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.089796,0.002148,-0.089796,6,9166.0 -REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.09366,0.001183,-0.09366,6,9166.0 -REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.092528,0.0018,-0.092528,6,9166.0 +REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.090752,0.001438,-0.090752,6,9166.0 +REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.089796,0.002148,-0.089796,6,9166.0 +REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.09366,0.001183,-0.09366,6,9166.0 +REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.092528,0.0018,-0.092528,6,9166.0 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.104681,0.001577,-0.104681,6,9166.0 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.102021,0.001961,-0.102021,6,9166.0 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.087231,0.00166,-0.087231,6,9166.0 @@ -2532,10 +2532,10 @@ REG_IMAGE_PAINTING_PRICE,core,regression,image,EXAONE-Tabular (Frozen),EXAONE-Ta REG_IMAGE_PAINTING_PRICE,core,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,3176.162684,428.19308,-3176.162684,6,8246.0 REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,2966.898325,357.160035,-2966.898325,6,8246.0 REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,2967.343732,402.231029,-2967.343732,6,8246.0 -REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,3054.115434,427.930983,-3054.115434,6,8246.0 -REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,3088.895953,409.852405,-3088.895953,6,8246.0 -REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,3062.905322,389.147709,-3062.905322,6,8246.0 -REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,3087.28513,417.140284,-3087.28513,6,8246.0 +REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,3054.115434,427.930983,-3054.115434,6,8246.0 +REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,3088.895953,409.852405,-3088.895953,6,8246.0 +REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,3062.905322,389.147709,-3062.905322,6,8246.0 +REG_IMAGE_PAINTING_PRICE,core,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,3087.28513,417.140284,-3087.28513,6,8246.0 REG_IMAGE_PAINTING_PRICE,core,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,3475.482041,348.427163,-3475.482041,6,8246.0 REG_IMAGE_PAINTING_PRICE,core,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,3477.831404,323.630501,-3477.831404,6,8246.0 REG_IMAGE_PAINTING_PRICE,core,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,3038.352259,501.460705,-3038.352259,6,8246.0 @@ -2580,10 +2580,10 @@ REG_IMAGE_ROMANIA_PRICE,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE REG_IMAGE_ROMANIA_PRICE,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.637517,0.007994,-0.637517,6,10000.0 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.576966,0.008904,-0.576966,6,10000.0 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.612697,0.008058,-0.612697,6,10000.0 -REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.578596,0.008766,-0.578596,6,10000.0 -REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.614334,0.00777,-0.614334,6,10000.0 -REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.582841,0.008649,-0.582841,6,10000.0 -REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.62004,0.009595,-0.62004,6,10000.0 +REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.578596,0.008766,-0.578596,6,10000.0 +REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.614334,0.00777,-0.614334,6,10000.0 +REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.582841,0.008649,-0.582841,6,10000.0 +REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.62004,0.009595,-0.62004,6,10000.0 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.679573,0.007081,-0.679573,6,10000.0 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.682159,0.007161,-0.682159,6,10000.0 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.580898,0.010328,-0.580898,6,10000.0 @@ -2628,10 +2628,10 @@ REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,EXAONE-Tabular (Frozen),EXA REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.327994,0.024703,-0.327994,6,10000.0 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.309406,0.026949,-0.309406,6,10000.0 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.313272,0.025528,-0.313272,6,10000.0 -REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.31714,0.027775,-0.31714,6,10000.0 -REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.319039,0.025332,-0.319039,6,10000.0 -REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.323912,0.027035,-0.323912,6,10000.0 -REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.325975,0.024491,-0.325975,6,10000.0 +REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.31714,0.027775,-0.31714,6,10000.0 +REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.319039,0.025332,-0.319039,6,10000.0 +REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.323912,0.027035,-0.323912,6,10000.0 +REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.325975,0.024491,-0.325975,6,10000.0 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.371184,0.024954,-0.371184,6,10000.0 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.377941,0.020886,-0.377941,6,10000.0 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.313529,0.029127,-0.313529,6,10000.0 @@ -2676,10 +2676,10 @@ REG_IMAGE_SOCAL_HOUSES,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE- REG_IMAGE_SOCAL_HOUSES,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,166002.76299,6248.163028,-166002.76299,6,10000.0 REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,151984.571828,5118.024531,-151984.571828,6,10000.0 REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,159326.488485,6927.2664,-159326.488485,6,10000.0 -REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,153129.765009,5381.238063,-153129.765009,6,10000.0 -REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,160469.123763,6562.880383,-160469.123763,6,10000.0 -REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,156728.114522,5086.745153,-156728.114522,6,10000.0 -REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,163046.425105,5842.867245,-163046.425105,6,10000.0 +REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,153129.765009,5381.238063,-153129.765009,6,10000.0 +REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,160469.123763,6562.880383,-160469.123763,6,10000.0 +REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,156728.114522,5086.745153,-156728.114522,6,10000.0 +REG_IMAGE_SOCAL_HOUSES,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,163046.425105,5842.867245,-163046.425105,6,10000.0 REG_IMAGE_SOCAL_HOUSES,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,198663.486299,3694.109336,-198663.486299,6,10000.0 REG_IMAGE_SOCAL_HOUSES,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,207291.214488,5625.866748,-207291.214488,6,10000.0 REG_IMAGE_SOCAL_HOUSES,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,153759.302264,5167.685329,-153759.302264,6,10000.0 @@ -2724,10 +2724,10 @@ REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,EXAONE-Tabular (Frozen),EXA REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.883003,0.038303,-0.883003,6,798.0 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.8445,0.042496,-0.8445,6,798.0 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.86477,0.039843,-0.86477,6,798.0 -REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.859996,0.037981,-0.859996,6,798.0 -REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.874267,0.037434,-0.874267,6,798.0 -REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.861845,0.042123,-0.861845,6,798.0 -REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.886395,0.033098,-0.886395,6,798.0 +REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.859996,0.037981,-0.859996,6,798.0 +REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.874267,0.037434,-0.874267,6,798.0 +REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.861845,0.042123,-0.861845,6,798.0 +REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.886395,0.033098,-0.886395,6,798.0 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,1.027713,0.056846,-1.027713,6,798.0 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,1.027243,0.045215,-1.027243,6,798.0 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.849953,0.043191,-0.849953,6,798.0 @@ -2772,10 +2772,10 @@ REG_IMAGE_WATCH_TIER,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE-Ta REG_IMAGE_WATCH_TIER,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.319492,0.059415,-0.319492,6,840.0 REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.285358,0.074287,-0.285358,6,840.0 REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.307232,0.057059,-0.307232,6,840.0 -REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.28498,0.069415,-0.28498,6,840.0 -REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.305757,0.054903,-0.305757,6,840.0 -REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.284317,0.071817,-0.284317,6,840.0 -REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.307845,0.054874,-0.307845,6,840.0 +REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.28498,0.069415,-0.28498,6,840.0 +REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.305757,0.054903,-0.305757,6,840.0 +REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.284317,0.071817,-0.284317,6,840.0 +REG_IMAGE_WATCH_TIER,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.307845,0.054874,-0.307845,6,840.0 REG_IMAGE_WATCH_TIER,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.354231,0.064172,-0.354231,6,840.0 REG_IMAGE_WATCH_TIER,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.367831,0.05688,-0.367831,6,840.0 REG_IMAGE_WATCH_TIER,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.285261,0.068656,-0.285261,6,840.0 @@ -2820,10 +2820,10 @@ REG_IMAGE_ZEPTO_PRICE,extended,regression,image,EXAONE-Tabular (Frozen),EXAONE-T REG_IMAGE_ZEPTO_PRICE,extended,regression,image,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.512465,0.029633,-0.512465,6,8897.0 REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.422386,0.006017,-0.422386,6,8897.0 REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.459501,0.020093,-0.459501,6,8897.0 -REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.427862,0.006038,-0.427862,6,8897.0 -REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.472751,0.022352,-0.472751,6,8897.0 -REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.438347,0.004982,-0.438347,6,8897.0 -REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.48436,0.027798,-0.48436,6,8897.0 +REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.427862,0.006038,-0.427862,6,8897.0 +REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.472751,0.022352,-0.472751,6,8897.0 +REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.438347,0.004982,-0.438347,6,8897.0 +REG_IMAGE_ZEPTO_PRICE,extended,regression,image,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.48436,0.027798,-0.48436,6,8897.0 REG_IMAGE_ZEPTO_PRICE,extended,regression,image,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.559696,0.00401,-0.559696,6,8897.0 REG_IMAGE_ZEPTO_PRICE,extended,regression,image,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.595178,0.020628,-0.595178,6,8897.0 REG_IMAGE_ZEPTO_PRICE,extended,regression,image,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.422698,0.006391,-0.422698,6,8897.0 @@ -2868,10 +2868,10 @@ REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,EXAONE-Tabular (Frozen),EXAONE- REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,50.913567,6.175935,-50.913567,6,2546.0 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,48.759657,5.315075,-48.759657,6,2546.0 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,49.640535,6.047273,-49.640535,6,2546.0 -REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,49.104471,5.562471,-49.104471,6,2546.0 -REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,49.918153,6.318752,-49.918153,6,2546.0 -REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,50.057017,5.547106,-50.057017,6,2546.0 -REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,51.027662,6.135618,-51.027662,6,2546.0 +REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,49.104471,5.562471,-49.104471,6,2546.0 +REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,49.918153,6.318752,-49.918153,6,2546.0 +REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,50.057017,5.547106,-50.057017,6,2546.0 +REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,51.027662,6.135618,-51.027662,6,2546.0 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,55.680029,4.053218,-55.680029,6,2546.0 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,56.32318,4.888903,-56.32318,6,2546.0 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,49.458313,5.43641,-49.458313,6,2546.0 @@ -2916,10 +2916,10 @@ REG_TEXT_ANIME_PLANET,extended,regression,text,EXAONE-Tabular (Frozen),EXAONE-Ta REG_TEXT_ANIME_PLANET,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.425116,0.007445,-0.425116,6,9594.0 REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.394598,0.006885,-0.394598,6,9594.0 REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.406905,0.00666,-0.406905,6,9594.0 -REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.401884,0.007207,-0.401884,6,9594.0 -REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.412063,0.007268,-0.412063,6,9594.0 -REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.409125,0.006677,-0.409125,6,9594.0 -REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.424393,0.008012,-0.424393,6,9594.0 +REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.401884,0.007207,-0.401884,6,9594.0 +REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.412063,0.007268,-0.412063,6,9594.0 +REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.409125,0.006677,-0.409125,6,9594.0 +REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.424393,0.008012,-0.424393,6,9594.0 REG_TEXT_ANIME_PLANET,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.462159,0.005163,-0.462159,6,9594.0 REG_TEXT_ANIME_PLANET,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.471775,0.006257,-0.471775,6,9594.0 REG_TEXT_ANIME_PLANET,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.394338,0.005716,-0.394338,6,9594.0 @@ -2964,10 +2964,10 @@ REG_TEXT_BABIES_PRICES,core,regression,text,EXAONE-Tabular (Frozen),EXAONE-Tabul REG_TEXT_BABIES_PRICES,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,15.849785,3.499893,-15.849785,6,3390.0 REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,14.43758,3.744057,-14.43758,6,3390.0 REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,14.878557,3.745887,-14.878557,6,3390.0 -REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,14.877447,3.817456,-14.877447,6,3390.0 -REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,15.111729,3.746942,-15.111729,6,3390.0 -REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,14.98895,3.794612,-14.98895,6,3390.0 -REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,15.217223,3.741997,-15.217223,6,3390.0 +REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,14.877447,3.817456,-14.877447,6,3390.0 +REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,15.111729,3.746942,-15.111729,6,3390.0 +REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,14.98895,3.794612,-14.98895,6,3390.0 +REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,15.217223,3.741997,-15.217223,6,3390.0 REG_TEXT_BABIES_PRICES,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,21.300877,2.802517,-21.300877,6,3390.0 REG_TEXT_BABIES_PRICES,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,20.131353,3.242999,-20.131353,6,3390.0 REG_TEXT_BABIES_PRICES,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,14.616094,3.753671,-14.616094,6,3390.0 @@ -3012,10 +3012,10 @@ REG_TEXT_BOOK_PRICE,core,regression,text,EXAONE-Tabular (Frozen),EXAONE-Tabular, REG_TEXT_BOOK_PRICE,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.218418,0.006411,-0.218418,6,3326.0 REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.205648,0.006994,-0.205648,6,3326.0 REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.214616,0.006802,-0.214616,6,3326.0 -REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.207575,0.007132,-0.207575,6,3326.0 -REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.215507,0.006239,-0.215507,6,3326.0 -REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.210279,0.007676,-0.210279,6,3326.0 -REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.216944,0.006402,-0.216944,6,3326.0 +REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.207575,0.007132,-0.207575,6,3326.0 +REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.215507,0.006239,-0.215507,6,3326.0 +REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.210279,0.007676,-0.210279,6,3326.0 +REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.216944,0.006402,-0.216944,6,3326.0 REG_TEXT_BOOK_PRICE,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.235291,0.00816,-0.235291,6,3326.0 REG_TEXT_BOOK_PRICE,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.231815,0.005281,-0.231815,6,3326.0 REG_TEXT_BOOK_PRICE,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.205168,0.006339,-0.205168,6,3326.0 @@ -3060,10 +3060,10 @@ REG_TEXT_BOOK_READABILITY,core,regression,text,EXAONE-Tabular (Frozen),EXAONE-Ta REG_TEXT_BOOK_READABILITY,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.774765,0.019829,-0.774765,6,3150.0 REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.769084,0.029128,-0.769084,6,3150.0 REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.762569,0.019357,-0.762569,6,3150.0 -REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.773806,0.031853,-0.773806,6,3150.0 -REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.765169,0.019527,-0.765169,6,3150.0 -REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.780553,0.03255,-0.780553,6,3150.0 -REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.769463,0.017341,-0.769463,6,3150.0 +REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.773806,0.031853,-0.773806,6,3150.0 +REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.765169,0.019527,-0.765169,6,3150.0 +REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.780553,0.03255,-0.780553,6,3150.0 +REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.769463,0.017341,-0.769463,6,3150.0 REG_TEXT_BOOK_READABILITY,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.856504,0.031797,-0.856504,6,3150.0 REG_TEXT_BOOK_READABILITY,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.82753,0.02116,-0.82753,6,3150.0 REG_TEXT_BOOK_READABILITY,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.782865,0.033743,-0.782865,6,3150.0 @@ -3108,10 +3108,10 @@ REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,EXAONE-Tabular (Frozen), REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.409895,0.009514,-0.409895,6,1197.0 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.404422,0.010635,-0.404422,6,1197.0 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.402162,0.008878,-0.402162,6,1197.0 -REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.404476,0.010143,-0.404476,6,1197.0 -REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.403439,0.008582,-0.403439,6,1197.0 -REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.406917,0.013294,-0.406917,6,1197.0 -REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.404168,0.009013,-0.404168,6,1197.0 +REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.404476,0.010143,-0.404476,6,1197.0 +REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.403439,0.008582,-0.403439,6,1197.0 +REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.406917,0.013294,-0.406917,6,1197.0 +REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.404168,0.009013,-0.404168,6,1197.0 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.438114,0.016383,-0.438114,6,1197.0 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.435185,0.012556,-0.435185,6,1197.0 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.404302,0.009362,-0.404302,6,1197.0 @@ -3156,10 +3156,10 @@ REG_TEXT_FIFA22_WAGES,extended,regression,text,EXAONE-Tabular (Frozen),EXAONE-Ta REG_TEXT_FIFA22_WAGES,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,8654.293543,334.260325,-8654.293543,6,10000.0 REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,8544.959216,358.464029,-8544.959216,6,10000.0 REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,8520.803986,336.60458,-8520.803986,6,10000.0 -REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,8590.514772,349.861132,-8590.514772,6,10000.0 -REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,8560.27686,345.291482,-8560.27686,6,10000.0 -REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,8732.9182,382.578707,-8732.9182,6,10000.0 -REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,8695.781931,394.346069,-8695.781931,6,10000.0 +REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,8590.514772,349.861132,-8590.514772,6,10000.0 +REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,8560.27686,345.291482,-8560.27686,6,10000.0 +REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,8732.9182,382.578707,-8732.9182,6,10000.0 +REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,8695.781931,394.346069,-8695.781931,6,10000.0 REG_TEXT_FIFA22_WAGES,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,9289.942934,185.820743,-9289.942934,6,10000.0 REG_TEXT_FIFA22_WAGES,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,9265.990882,191.140789,-9265.990882,6,10000.0 REG_TEXT_FIFA22_WAGES,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,8626.305073,362.794698,-8626.305073,6,10000.0 @@ -3204,10 +3204,10 @@ REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,EXAONE-Tabular (Frozen),EXAONE REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.541453,0.010684,-0.541453,6,10000.0 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.526666,0.013364,-0.526666,6,10000.0 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.53316,0.010314,-0.53316,6,10000.0 -REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.531052,0.013529,-0.531052,6,10000.0 -REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.53659,0.010557,-0.53659,6,10000.0 -REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.536808,0.013313,-0.536808,6,10000.0 -REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.541452,0.010205,-0.541452,6,10000.0 +REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.531052,0.013529,-0.531052,6,10000.0 +REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.53659,0.010557,-0.53659,6,10000.0 +REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.536808,0.013313,-0.536808,6,10000.0 +REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.541452,0.010205,-0.541452,6,10000.0 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.574762,0.012939,-0.574762,6,10000.0 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.560709,0.01116,-0.560709,6,10000.0 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.533733,0.014328,-0.533733,6,10000.0 @@ -3252,10 +3252,10 @@ REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,EXAONE-Tabular (Frozen),EXAONE REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,3079.027387,335.368821,-3079.027387,6,6152.0 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,2657.039891,286.428272,-2657.039891,6,6152.0 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,2648.536508,320.369034,-2648.536508,6,6152.0 -REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,2762.867497,298.508589,-2762.867497,6,6152.0 -REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,2678.686845,278.527236,-2678.686845,6,6152.0 -REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,2922.243788,332.57035,-2922.243788,6,6152.0 -REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,2871.748931,335.036443,-2871.748931,6,6152.0 +REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,2762.867497,298.508589,-2762.867497,6,6152.0 +REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,2678.686845,278.527236,-2678.686845,6,6152.0 +REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,2922.243788,332.57035,-2922.243788,6,6152.0 +REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,2871.748931,335.036443,-2871.748931,6,6152.0 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,4478.16395,538.797085,-4478.16395,6,6152.0 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,4395.74382,532.685115,-4395.74382,6,6152.0 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,2692.158127,373.519565,-2692.158127,6,6152.0 @@ -3300,10 +3300,10 @@ REG_TEXT_RAMEN_RATINGS,extended,regression,text,EXAONE-Tabular (Frozen),EXAONE-T REG_TEXT_RAMEN_RATINGS,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.924111,0.02987,-0.924111,6,2737.0 REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.910599,0.022794,-0.910599,6,2737.0 REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.915562,0.026173,-0.915562,6,2737.0 -REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.914746,0.022787,-0.914746,6,2737.0 -REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.918785,0.028176,-0.918785,6,2737.0 -REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.919333,0.025142,-0.919333,6,2737.0 -REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.925676,0.029198,-0.925676,6,2737.0 +REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.914746,0.022787,-0.914746,6,2737.0 +REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.918785,0.028176,-0.918785,6,2737.0 +REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.919333,0.025142,-0.919333,6,2737.0 +REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.925676,0.029198,-0.925676,6,2737.0 REG_TEXT_RAMEN_RATINGS,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.95561,0.021621,-0.95561,6,2737.0 REG_TEXT_RAMEN_RATINGS,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.957169,0.03064,-0.957169,6,2737.0 REG_TEXT_RAMEN_RATINGS,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.926427,0.03292,-0.926427,6,2737.0 @@ -3348,10 +3348,10 @@ REG_TEXT_ROTTEN_TOMATOES,core,regression,text,EXAONE-Tabular (Frozen),EXAONE-Tab REG_TEXT_ROTTEN_TOMATOES,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.754561,0.016688,-0.754561,6,4772.0 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.735727,0.012981,-0.735727,6,4772.0 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.73385,0.018672,-0.73385,6,4772.0 -REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.745142,0.014066,-0.745142,6,4772.0 -REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.743927,0.019144,-0.743927,6,4772.0 -REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.760475,0.015868,-0.760475,6,4772.0 -REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.754097,0.019154,-0.754097,6,4772.0 +REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.745142,0.014066,-0.745142,6,4772.0 +REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.743927,0.019144,-0.743927,6,4772.0 +REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.760475,0.015868,-0.760475,6,4772.0 +REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.754097,0.019154,-0.754097,6,4772.0 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.828184,0.012261,-0.828184,6,4772.0 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.818272,0.019702,-0.818272,6,4772.0 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.729971,0.014322,-0.729971,6,4772.0 @@ -3396,10 +3396,10 @@ REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,EXAONE-Tabular (Frozen),EXAONE-Ta REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,18.35352,1.351714,-18.35352,6,10000.0 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,17.591803,0.927149,-17.591803,6,10000.0 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,17.73096,0.927024,-17.73096,6,10000.0 -REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,18.002558,1.101358,-18.002558,6,10000.0 -REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,18.102362,1.205675,-18.102362,6,10000.0 -REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,18.521582,1.197157,-18.521582,6,10000.0 -REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,18.581544,1.451036,-18.581544,6,10000.0 +REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,18.002558,1.101358,-18.002558,6,10000.0 +REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,18.102362,1.205675,-18.102362,6,10000.0 +REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,18.521582,1.197157,-18.521582,6,10000.0 +REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,18.581544,1.451036,-18.581544,6,10000.0 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,23.453959,2.633058,-23.453959,6,10000.0 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,23.032412,2.165892,-23.032412,6,10000.0 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,17.470466,1.001796,-17.470466,6,10000.0 @@ -3444,10 +3444,10 @@ REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,EXAONE-Tabular (Frozen),EXAO REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,796619.867978,104302.624792,-796619.867978,6,10000.0 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,745403.103957,103448.056351,-745403.103957,6,10000.0 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,741315.317139,96941.539512,-741315.317139,6,10000.0 -REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,780553.510936,121723.966021,-780553.510936,6,10000.0 -REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,770555.031504,121571.719591,-770555.031504,6,10000.0 -REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,793331.349946,110271.894349,-793331.349946,6,10000.0 -REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,788344.802034,86655.504842,-788344.802034,6,10000.0 +REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,780553.510936,121723.966021,-780553.510936,6,10000.0 +REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,770555.031504,121571.719591,-770555.031504,6,10000.0 +REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,793331.349946,110271.894349,-793331.349946,6,10000.0 +REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,788344.802034,86655.504842,-788344.802034,6,10000.0 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,980048.354798,158404.201907,-980048.354798,6,10000.0 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,987337.268511,142133.42013,-987337.268511,6,10000.0 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,734080.245172,105232.662675,-734080.245172,6,10000.0 @@ -3492,10 +3492,10 @@ REG_TEXT_USED_CAR_SAUDI,extended,regression,text,EXAONE-Tabular (Frozen),EXAONE- REG_TEXT_USED_CAR_SAUDI,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,22617.093946,1566.194104,-22617.093946,6,5357.0 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,21360.753769,2376.879997,-21360.753769,6,5357.0 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,21187.562869,2228.844093,-21187.562869,6,5357.0 -REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,20894.730028,1966.305541,-20894.730028,6,5357.0 -REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,20844.364657,2096.904378,-20844.364657,6,5357.0 -REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,21812.244659,2971.804607,-21812.244659,6,5357.0 -REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,21797.012665,2604.302832,-21797.012665,6,5357.0 +REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,20894.730028,1966.305541,-20894.730028,6,5357.0 +REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,20844.364657,2096.904378,-20844.364657,6,5357.0 +REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,21812.244659,2971.804607,-21812.244659,6,5357.0 +REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,21797.012665,2604.302832,-21797.012665,6,5357.0 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,26928.878949,2422.798322,-26928.878949,6,5357.0 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,27046.587798,2287.96015,-27046.587798,6,5357.0 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,21181.671948,2157.695055,-21181.671948,6,5357.0 @@ -3540,10 +3540,10 @@ REG_TEXT_VANCOUVER_SALARIES,core,regression,text,EXAONE-Tabular (Frozen),EXAONE- REG_TEXT_VANCOUVER_SALARIES,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,12068.818368,552.783197,-12068.818368,6,10000.0 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,11384.093573,458.199615,-11384.093573,6,10000.0 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,11282.13323,564.676461,-11282.13323,6,10000.0 -REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,11594.213893,461.694802,-11594.213893,6,10000.0 -REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,11410.496427,562.818631,-11410.496427,6,10000.0 -REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,12016.688512,359.433332,-12016.688512,6,10000.0 -REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,11808.554474,493.040359,-11808.554474,6,10000.0 +REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,11594.213893,461.694802,-11594.213893,6,10000.0 +REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,11410.496427,562.818631,-11410.496427,6,10000.0 +REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,12016.688512,359.433332,-12016.688512,6,10000.0 +REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,11808.554474,493.040359,-11808.554474,6,10000.0 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,14066.046818,726.91125,-14066.046818,6,10000.0 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,12939.300639,619.030391,-12939.300639,6,10000.0 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,10895.92816,437.477783,-10895.92816,6,10000.0 @@ -3588,10 +3588,10 @@ REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,EXAONE-Tabular (Frozen),EXAONE-T REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,1.12191,0.203049,-1.12191,6,10000.0 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,1.053133,0.241247,-1.053133,6,10000.0 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,1.044424,0.210772,-1.044424,6,10000.0 -REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,1.058593,0.245116,-1.058593,6,10000.0 -REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,1.056287,0.217662,-1.056287,6,10000.0 -REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,1.099092,0.235282,-1.099092,6,10000.0 -REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,1.060173,0.182063,-1.060173,6,10000.0 +REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,1.058593,0.245116,-1.058593,6,10000.0 +REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,1.056287,0.217662,-1.056287,6,10000.0 +REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,1.099092,0.235282,-1.099092,6,10000.0 +REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,1.060173,0.182063,-1.060173,6,10000.0 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,1.236494,0.204706,-1.236494,6,10000.0 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,1.221661,0.190412,-1.221661,6,10000.0 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,1.086055,0.299605,-1.086055,6,10000.0 @@ -3636,10 +3636,10 @@ REG_TEXT_WIKILIQ_PRICES,extended,regression,text,EXAONE-Tabular (Frozen),EXAONE- REG_TEXT_WIKILIQ_PRICES,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,637.572965,114.960231,-637.572965,6,8380.0 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,674.02209,101.181684,-674.02209,6,8380.0 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,658.89037,110.92812,-658.89037,6,8380.0 -REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,683.732295,104.064562,-683.732295,6,8380.0 -REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,652.091561,108.096555,-652.091561,6,8380.0 -REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,675.426598,123.363206,-675.426598,6,8380.0 -REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,632.650367,102.493746,-632.650367,6,8380.0 +REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,683.732295,104.064562,-683.732295,6,8380.0 +REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,652.091561,108.096555,-652.091561,6,8380.0 +REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,675.426598,123.363206,-675.426598,6,8380.0 +REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,632.650367,102.493746,-632.650367,6,8380.0 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,782.761847,148.906961,-782.761847,6,8380.0 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,767.90496,144.659258,-767.90496,6,8380.0 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,665.465434,110.121384,-665.465434,6,8380.0 @@ -3684,10 +3684,10 @@ REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,EXAONE-Tabular (Frozen),EXA REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,256.890166,64.524956,-256.890166,6,1498.0 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,238.635187,60.067395,-238.635187,6,1498.0 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,260.22553,57.001813,-260.22553,6,1498.0 -REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,237.564713,66.27466,-237.564713,6,1498.0 -REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,248.060326,61.304878,-248.060326,6,1498.0 -REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,252.919606,71.079962,-252.919606,6,1498.0 -REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,262.152142,73.195303,-262.152142,6,1498.0 +REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,237.564713,66.27466,-237.564713,6,1498.0 +REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,248.060326,61.304878,-248.060326,6,1498.0 +REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,252.919606,71.079962,-252.919606,6,1498.0 +REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,262.152142,73.195303,-262.152142,6,1498.0 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,309.419468,85.382449,-309.419468,6,1498.0 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,311.976574,80.411824,-311.976574,6,1498.0 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,255.041643,78.969308,-255.041643,6,1498.0 @@ -3732,10 +3732,10 @@ REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,EXAONE-Tabular (Frozen),EXAO REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.087068,0.002516,-0.087068,6,5767.0 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.086505,0.002298,-0.086505,6,5767.0 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.086082,0.00236,-0.086082,6,5767.0 -REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.086334,0.002472,-0.086334,6,5767.0 -REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.086283,0.002005,-0.086283,6,5767.0 -REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.087998,0.002139,-0.087998,6,5767.0 -REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.087074,0.002188,-0.087074,6,5767.0 +REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.086334,0.002472,-0.086334,6,5767.0 +REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.086283,0.002005,-0.086283,6,5767.0 +REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.087998,0.002139,-0.087998,6,5767.0 +REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.087074,0.002188,-0.087074,6,5767.0 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.092231,0.002619,-0.092231,6,5767.0 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.091017,0.002176,-0.091017,6,5767.0 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.086194,0.002231,-0.086194,6,5767.0 @@ -3780,10 +3780,10 @@ REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,EXAONE-Tabular (Frozen),EXAONE- REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,EXAONE-Tabular (TAR),EXAONE-Tabular,tar,root_mean_squared_error,0.150635,0.004047,-0.150635,6,10000.0 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular (Frozen),Kumo-Tabular,frozen,root_mean_squared_error,0.143726,0.004084,-0.143726,6,10000.0 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular (TAR),Kumo-Tabular,tar,root_mean_squared_error,0.143499,0.003118,-0.143499,6,10000.0 -REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Medium (Frozen),Kumo-Tabular-Medium,frozen,root_mean_squared_error,0.145102,0.004519,-0.145102,6,10000.0 -REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Medium (TAR),Kumo-Tabular-Medium,tar,root_mean_squared_error,0.144184,0.00364,-0.144184,6,10000.0 -REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Small (Frozen),Kumo-Tabular-Small,frozen,root_mean_squared_error,0.150452,0.004496,-0.150452,6,10000.0 -REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Small (TAR),Kumo-Tabular-Small,tar,root_mean_squared_error,0.151036,0.003481,-0.151036,6,10000.0 +REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-M (Frozen),Kumo-Tabular-M,frozen,root_mean_squared_error,0.145102,0.004519,-0.145102,6,10000.0 +REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-M (TAR),Kumo-Tabular-M,tar,root_mean_squared_error,0.144184,0.00364,-0.144184,6,10000.0 +REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-S (Frozen),Kumo-Tabular-S,frozen,root_mean_squared_error,0.150452,0.004496,-0.150452,6,10000.0 +REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-S (TAR),Kumo-Tabular-S,tar,root_mean_squared_error,0.151036,0.003481,-0.151036,6,10000.0 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,LightGBM (Frozen),LightGBM,frozen,root_mean_squared_error,0.206748,0.004516,-0.206748,6,10000.0 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,LightGBM (TAR),LightGBM,tar,root_mean_squared_error,0.194057,0.004955,-0.194057,6,10000.0 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,LimiX-2 (Frozen),LimiX-2,frozen,root_mean_squared_error,0.142667,0.004033,-0.142667,6,10000.0