Add Mitra-v2; 25 models (#198)

data/cost.csv

@@ -23,3 +23,4 @@ TabFM,1.6532,12.0212,NVIDIA H100 80GB HBM3,Intel(R) Xeon(R) Platinum 8481C CPU @
 RealMLP,4.4161,0.096,NVIDIA H100 80GB HBM3,Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
 TabSTAR-v1.1,16.0753,1.3799,NVIDIA H100 80GB HBM3,Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
 TabSTAR,35.479,0.8533,NVIDIA H100 80GB HBM3,Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz
+Mitra-v2,152.0977,4.1145,NVIDIA H100 80GB HBM3,Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz

data/per_dataset.csv

@@ -7,6 +7,7 @@ BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular,roc_auc,0.
 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Medium,roc_auc,0.089452,0.003985,0.910548,6,10000.0
 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Kumo-Tabular-Small,roc_auc,0.089873,0.003529,0.910127,6,10000.0
 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,LightGBM,roc_auc,0.101041,0.003906,0.898959,6,10000.0
+BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,Mitra-v2,roc_auc,0.089962,0.003734,0.910038,6,10000.0
 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,RandomForest,roc_auc,0.108301,0.004207,0.891699,6,10000.0
 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,RealMLP,roc_auc,0.094207,0.00444,0.905793,6,10000.0
 BIN_IMAGE_CELEB_ATTRACTIVENESS,core,classification,image,TabDPT,roc_auc,0.094025,0.003631,0.905975,6,10000.0
@@ -31,6 +32,7 @@ BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular,roc_auc,0.199876,0
 BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Medium,roc_auc,0.18031,0.005627,0.81969,6,6000.0
 BIN_IMAGE_HATEFUL_MEME,core,classification,image,Kumo-Tabular-Small,roc_auc,0.22085,0.00691,0.77915,6,6000.0
 BIN_IMAGE_HATEFUL_MEME,core,classification,image,LightGBM,roc_auc,0.272765,0.00211,0.727235,6,6000.0
+BIN_IMAGE_HATEFUL_MEME,core,classification,image,Mitra-v2,roc_auc,0.200981,0.011594,0.799019,6,6000.0
 BIN_IMAGE_HATEFUL_MEME,core,classification,image,RandomForest,roc_auc,0.290779,0.00497,0.709221,6,6000.0
 BIN_IMAGE_HATEFUL_MEME,core,classification,image,RealMLP,roc_auc,0.240233,0.015061,0.759767,6,6000.0
 BIN_IMAGE_HATEFUL_MEME,core,classification,image,TabDPT,roc_auc,0.24066,0.003961,0.75934,6,6000.0
@@ -55,6 +57,7 @@ BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular,roc_auc,0.1425
 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Medium,roc_auc,0.147006,0.013007,0.852994,6,3468.0
 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Kumo-Tabular-Small,roc_auc,0.156098,0.013882,0.843902,6,3468.0
 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,LightGBM,roc_auc,0.267999,0.007242,0.732001,6,3468.0
+BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,Mitra-v2,roc_auc,0.144786,0.006971,0.855214,6,3468.0
 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,RandomForest,roc_auc,0.27978,0.01298,0.72022,6,3468.0
 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,RealMLP,roc_auc,0.258179,0.012889,0.741821,6,3468.0
 BIN_IMAGE_MAMMOGRAPHY_CMMD,core,classification,image,TabDPT,roc_auc,0.220483,0.012387,0.779517,6,3468.0
@@ -79,6 +82,7 @@ BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular,roc_auc,0.
 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Medium,roc_auc,0.076575,0.008801,0.923425,6,291.0
 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Kumo-Tabular-Small,roc_auc,0.0818,0.011347,0.9182,6,291.0
 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,LightGBM,roc_auc,0.09078,0.012306,0.90922,6,291.0
+BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,Mitra-v2,roc_auc,0.077213,0.007547,0.922787,6,291.0
 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,RandomForest,roc_auc,0.090337,0.007624,0.909663,6,291.0
 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,RealMLP,roc_auc,0.221055,0.18523,0.778945,6,291.0
 BIN_IMAGE_OASIS_ALZHEIMERS,extended,classification,image,TabDPT,roc_auc,0.081463,0.009153,0.918537,6,291.0
@@ -103,6 +107,7 @@ BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular,roc_auc,0
 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Medium,roc_auc,0.314561,0.019818,0.685439,6,1003.0
 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Kumo-Tabular-Small,roc_auc,0.316863,0.015803,0.683137,6,1003.0
 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,LightGBM,roc_auc,0.35958,0.010932,0.64042,6,1003.0
+BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,Mitra-v2,roc_auc,0.315317,0.017432,0.684683,6,1003.0
 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,RandomForest,roc_auc,0.334342,0.015036,0.665658,6,1003.0
 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,RealMLP,roc_auc,0.343205,0.012315,0.656795,6,1003.0
 BIN_IMAGE_PINTEREST_POPULAR,extended,classification,image,TabDPT,roc_auc,0.321405,0.013274,0.678595,6,1003.0
@@ -127,6 +132,7 @@ BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular,roc_auc,0.0
 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Medium,roc_auc,0.005326,0.000537,0.994674,6,10000.0
 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Kumo-Tabular-Small,roc_auc,0.005575,0.000532,0.994425,6,10000.0
 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,LightGBM,roc_auc,0.007301,0.000575,0.992699,6,10000.0
+BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,Mitra-v2,roc_auc,0.005697,0.000626,0.994303,6,10000.0
 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,RandomForest,roc_auc,0.011563,0.00084,0.988437,6,10000.0
 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,RealMLP,roc_auc,0.009119,0.000761,0.990881,6,10000.0
 BIN_TEXT_CALIFORNIA_PRICES,extended,classification,text,TabDPT,roc_auc,0.040031,0.001242,0.959969,6,10000.0
@@ -151,6 +157,7 @@ BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular,roc_auc,0.032316
 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-Medium,roc_auc,0.035728,0.00396,0.964272,6,8484.0
 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Kumo-Tabular-Small,roc_auc,0.040389,0.004688,0.959611,6,8484.0
 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,LightGBM,roc_auc,0.083891,0.00848,0.916109,6,8484.0
+BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,Mitra-v2,roc_auc,0.038882,0.00431,0.961118,6,8484.0
 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,RandomForest,roc_auc,0.105649,0.01323,0.894351,6,8484.0
 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,RealMLP,roc_auc,0.088041,0.009522,0.911959,6,8484.0
 BIN_TEXT_FAKE_JOB_POSTING,core,classification,text,TabDPT,roc_auc,0.056444,0.005973,0.943556,6,8484.0
@@ -175,6 +182,7 @@ BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular,roc_auc,0.126228,0
 BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-Medium,roc_auc,0.127807,0.020343,0.872193,6,534.0
 BIN_TEXT_IMDB_GENRE,extended,classification,text,Kumo-Tabular-Small,roc_auc,0.131612,0.022799,0.868388,6,534.0
 BIN_TEXT_IMDB_GENRE,extended,classification,text,LightGBM,roc_auc,0.182717,0.016716,0.817283,6,534.0
+BIN_TEXT_IMDB_GENRE,extended,classification,text,Mitra-v2,roc_auc,0.132775,0.019333,0.867225,6,534.0
 BIN_TEXT_IMDB_GENRE,extended,classification,text,RandomForest,roc_auc,0.171949,0.008812,0.828051,6,534.0
 BIN_TEXT_IMDB_GENRE,extended,classification,text,RealMLP,roc_auc,0.17372,0.014668,0.82628,6,534.0
 BIN_TEXT_IMDB_GENRE,extended,classification,text,TabDPT,roc_auc,0.167534,0.011825,0.832466,6,534.0
@@ -199,6 +207,7 @@ BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular,roc_auc,0.146827,
 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-Medium,roc_auc,0.147881,0.005942,0.852119,6,10000.0
 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Kumo-Tabular-Small,roc_auc,0.147587,0.005955,0.852413,6,10000.0
 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,LightGBM,roc_auc,0.177522,0.010744,0.822478,6,10000.0
+BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,Mitra-v2,roc_auc,0.149045,0.006181,0.850955,6,10000.0
 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,RandomForest,roc_auc,0.210138,0.004881,0.789862,6,10000.0
 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,RealMLP,roc_auc,0.16398,0.012245,0.83602,6,10000.0
 BIN_TEXT_JIGSAW_TOXICITY,core,classification,text,TabDPT,roc_auc,0.178285,0.00972,0.821715,6,10000.0
@@ -223,6 +232,7 @@ BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular,roc_auc,0.234
 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-Medium,roc_auc,0.236548,0.004267,0.763452,6,10000.0
 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Kumo-Tabular-Small,roc_auc,0.24612,0.005587,0.75388,6,10000.0
 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,LightGBM,roc_auc,0.275039,0.003688,0.724961,6,10000.0
+BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,Mitra-v2,roc_auc,0.237541,0.004367,0.762459,6,10000.0
 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,RandomForest,roc_auc,0.292114,0.005524,0.707886,6,10000.0
 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,RealMLP,roc_auc,0.276768,0.007863,0.723232,6,10000.0
 BIN_TEXT_KICKSTARTER_FUNDING,core,classification,text,TabDPT,roc_auc,0.296373,0.007575,0.703627,6,10000.0
@@ -247,6 +257,7 @@ BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular,roc_auc,0.382257,
 BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-Medium,roc_auc,0.384485,0.014037,0.615515,6,3232.0
 BIN_TEXT_OSHA_INJURY,extended,classification,text,Kumo-Tabular-Small,roc_auc,0.388364,0.022137,0.611636,6,3232.0
 BIN_TEXT_OSHA_INJURY,extended,classification,text,LightGBM,roc_auc,0.433023,0.013793,0.566977,6,3232.0
+BIN_TEXT_OSHA_INJURY,extended,classification,text,Mitra-v2,roc_auc,0.387987,0.017482,0.612013,6,3232.0
 BIN_TEXT_OSHA_INJURY,extended,classification,text,RandomForest,roc_auc,0.425723,0.008287,0.574277,6,3232.0
 BIN_TEXT_OSHA_INJURY,extended,classification,text,RealMLP,roc_auc,0.440391,0.012978,0.559609,6,3232.0
 BIN_TEXT_OSHA_INJURY,extended,classification,text,TabDPT,roc_auc,0.414975,0.011235,0.585025,6,3232.0
@@ -271,6 +282,7 @@ MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular,log_loss,0.695162,0.0
 MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-Medium,log_loss,0.711325,0.021894,-0.711325,6,1131.0
 MUL_IMAGE_CBIS_DDSM,core,classification,image,Kumo-Tabular-Small,log_loss,0.717372,0.018757,-0.717372,6,1131.0
 MUL_IMAGE_CBIS_DDSM,core,classification,image,LightGBM,log_loss,1.132601,0.054328,-1.132601,6,1131.0
+MUL_IMAGE_CBIS_DDSM,core,classification,image,Mitra-v2,log_loss,0.687322,0.022778,-0.687322,6,1131.0
 MUL_IMAGE_CBIS_DDSM,core,classification,image,RandomForest,log_loss,0.934228,0.020437,-0.934228,6,1131.0
 MUL_IMAGE_CBIS_DDSM,core,classification,image,RealMLP,log_loss,1.427222,0.779106,-1.427222,6,1131.0
 MUL_IMAGE_CBIS_DDSM,core,classification,image,TabDPT,log_loss,0.753981,0.029448,-0.753981,6,1131.0
@@ -295,6 +307,7 @@ MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular,log_loss,0.697849,0.00
 MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Medium,log_loss,0.705405,0.005928,-0.705405,6,10000.0
 MUL_IMAGE_CHEXPERT,core,classification,image,Kumo-Tabular-Small,log_loss,0.702032,0.005751,-0.702032,6,10000.0
 MUL_IMAGE_CHEXPERT,core,classification,image,LightGBM,log_loss,0.728645,0.007632,-0.728645,6,10000.0
+MUL_IMAGE_CHEXPERT,core,classification,image,Mitra-v2,log_loss,0.672035,0.007182,-0.672035,6,10000.0
 MUL_IMAGE_CHEXPERT,core,classification,image,RandomForest,log_loss,0.823595,0.003908,-0.823595,6,10000.0
 MUL_IMAGE_CHEXPERT,core,classification,image,RealMLP,log_loss,0.79513,0.01027,-0.79513,6,10000.0
 MUL_IMAGE_CHEXPERT,core,classification,image,TabDPT,log_loss,0.72077,0.009166,-0.72077,6,10000.0
@@ -319,6 +332,7 @@ MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Kumo-Tabular,log_loss,1
 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Kumo-Tabular-Medium,log_loss,1.144475,0.033935,-1.144475,6,638.0
 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Kumo-Tabular-Small,log_loss,1.175945,0.032028,-1.175945,6,638.0
 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,LightGBM,log_loss,2.52005,0.134924,-2.52005,6,638.0
+MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,Mitra-v2,log_loss,1.136326,0.040634,-1.136326,6,638.0
 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,RandomForest,log_loss,1.755426,0.142252,-1.755426,6,638.0
 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,RealMLP,log_loss,2.77298,0.997888,-2.77298,6,638.0
 MUL_IMAGE_CSGO_SKIN_PRICE,core,classification,image-text,TabDPT,log_loss,1.346392,0.020564,-1.346392,6,638.0
@@ -343,6 +357,7 @@ MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Kumo-Tabular,log_loss,1
 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Kumo-Tabular-Medium,log_loss,1.398806,0.038191,-1.398806,6,400.0
 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Kumo-Tabular-Small,log_loss,1.406225,0.0311,-1.406225,6,400.0
 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,LightGBM,log_loss,2.191169,0.159227,-2.191169,6,400.0
+MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,Mitra-v2,log_loss,1.399453,0.038034,-1.399453,6,400.0
 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,RandomForest,log_loss,1.488415,0.032428,-1.488415,6,400.0
 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,RealMLP,log_loss,3.402707,1.358899,-3.402707,6,400.0
 MUL_IMAGE_FLOWER_BOUQUETS,core,classification,image-text,TabDPT,log_loss,1.425838,0.04394,-1.425838,6,400.0
@@ -367,6 +382,7 @@ MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular,log_loss,0.274623
 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Medium,log_loss,0.277589,0.006773,-0.277589,6,8300.0
 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Kumo-Tabular-Small,log_loss,0.283026,0.007295,-0.283026,6,8300.0
 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,LightGBM,log_loss,0.369651,0.012248,-0.369651,6,8300.0
+MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,Mitra-v2,log_loss,0.276237,0.007219,-0.276237,6,8300.0
 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,RandomForest,log_loss,0.426682,0.019784,-0.426682,6,8300.0
 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,RealMLP,log_loss,0.355562,0.015552,-0.355562,6,8300.0
 MUL_IMAGE_GLAUCOMA_SMDG,core,classification,image,TabDPT,log_loss,0.299358,0.006989,-0.299358,6,8300.0
@@ -391,6 +407,7 @@ MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular,log_loss,0.
 MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.416501,0.013256,-0.416501,6,4980.0
 MUL_IMAGE_HAM10000_LESION,extended,classification,image,Kumo-Tabular-Small,log_loss,0.4188,0.011778,-0.4188,6,4980.0
 MUL_IMAGE_HAM10000_LESION,extended,classification,image,LightGBM,log_loss,0.701219,0.02008,-0.701219,6,4980.0
+MUL_IMAGE_HAM10000_LESION,extended,classification,image,Mitra-v2,log_loss,0.423482,0.011,-0.423482,6,4980.0
 MUL_IMAGE_HAM10000_LESION,extended,classification,image,RandomForest,log_loss,0.636939,0.02245,-0.636939,6,4980.0
 MUL_IMAGE_HAM10000_LESION,extended,classification,image,RealMLP,log_loss,0.497268,0.014541,-0.497268,6,4980.0
 MUL_IMAGE_HAM10000_LESION,extended,classification,image,TabDPT,log_loss,0.477659,0.01003,-0.477659,6,4980.0
@@ -437,6 +454,7 @@ MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Kumo-Tabular,log_loss,0.4698
 MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Kumo-Tabular-Medium,log_loss,0.503468,0.012149,-0.503468,6,8388.0
 MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Kumo-Tabular-Small,log_loss,0.545994,0.009883,-0.545994,6,8388.0
 MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,LightGBM,log_loss,0.986338,0.015206,-0.986338,6,8388.0
+MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,Mitra-v2,log_loss,0.524899,0.011828,-0.524899,6,8388.0
 MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,RandomForest,log_loss,1.255433,0.012428,-1.255433,6,8388.0
 MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,RealMLP,log_loss,0.950187,0.067732,-0.950187,6,8388.0
 MUL_IMAGE_HUBMAP_HPA,core,classification,image-text,TabDPT,log_loss,0.875087,0.010361,-0.875087,6,8388.0
@@ -461,6 +479,7 @@ MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular,log_loss,0.291
 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Medium,log_loss,0.295359,0.00296,-0.295359,6,6880.0
 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Kumo-Tabular-Small,log_loss,0.303811,0.002841,-0.303811,6,6880.0
 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,LightGBM,log_loss,0.450318,0.010176,-0.450318,6,6880.0
+MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,Mitra-v2,log_loss,0.299384,0.004947,-0.299384,6,6880.0
 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,RandomForest,log_loss,0.532926,0.048492,-0.532926,6,6880.0
 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,RealMLP,log_loss,0.402868,0.02745,-0.402868,6,6880.0
 MUL_IMAGE_JUSTIN_INSTAGRAM,core,classification,image,TabDPT,log_loss,0.34927,0.002831,-0.34927,6,6880.0
@@ -485,6 +504,7 @@ MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular,log_loss,0.235651
 MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.237619,0.019635,-0.237619,6,4060.0
 MUL_IMAGE_MINECRAFT,extended,classification,image,Kumo-Tabular-Small,log_loss,0.246402,0.018707,-0.246402,6,4060.0
 MUL_IMAGE_MINECRAFT,extended,classification,image,LightGBM,log_loss,0.500464,0.034464,-0.500464,6,4060.0
+MUL_IMAGE_MINECRAFT,extended,classification,image,Mitra-v2,log_loss,0.236157,0.02177,-0.236157,6,4060.0
 MUL_IMAGE_MINECRAFT,extended,classification,image,RandomForest,log_loss,0.484577,0.027454,-0.484577,6,4060.0
 MUL_IMAGE_MINECRAFT,extended,classification,image,RealMLP,log_loss,0.448181,0.047923,-0.448181,6,4060.0
 MUL_IMAGE_MINECRAFT,extended,classification,image,TabDPT,log_loss,0.255582,0.016908,-0.255582,6,4060.0
@@ -509,6 +529,7 @@ MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular,log_loss,0.
 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.492226,0.019801,-0.492226,6,1094.0
 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Kumo-Tabular-Small,log_loss,0.498562,0.015417,-0.498562,6,1094.0
 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,LightGBM,log_loss,0.979065,0.070113,-0.979065,6,1094.0
+MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,Mitra-v2,log_loss,0.504188,0.012034,-0.504188,6,1094.0
 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,RandomForest,log_loss,0.728691,0.01258,-0.728691,6,1094.0
 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,RealMLP,log_loss,1.214331,0.405595,-1.214331,6,1094.0
 MUL_IMAGE_PAD_UFES_LESION,extended,classification,image,TabDPT,log_loss,0.554987,0.029322,-0.554987,6,1094.0
@@ -533,6 +554,7 @@ MUL_IMAGE_PETFINDER,core,classification,image-text,Kumo-Tabular,log_loss,1.26309
 MUL_IMAGE_PETFINDER,core,classification,image-text,Kumo-Tabular-Medium,log_loss,1.279239,0.004407,-1.279239,6,9768.0
 MUL_IMAGE_PETFINDER,core,classification,image-text,Kumo-Tabular-Small,log_loss,1.278747,0.002508,-1.278747,6,9768.0
 MUL_IMAGE_PETFINDER,core,classification,image-text,LightGBM,log_loss,1.492023,0.009195,-1.492023,6,9768.0
+MUL_IMAGE_PETFINDER,core,classification,image-text,Mitra-v2,log_loss,1.237243,0.004276,-1.237243,6,9768.0
 MUL_IMAGE_PETFINDER,core,classification,image-text,RandomForest,log_loss,1.570346,0.006342,-1.570346,6,9768.0
 MUL_IMAGE_PETFINDER,core,classification,image-text,RealMLP,log_loss,1.418327,0.014008,-1.418327,6,9768.0
 MUL_IMAGE_PETFINDER,core,classification,image-text,TabDPT,log_loss,1.425863,0.005434,-1.425863,6,9768.0
@@ -557,6 +579,7 @@ MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Kumo-Tabular,log_los
 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Kumo-Tabular-Medium,log_loss,1.269018,0.037113,-1.269018,6,718.0
 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Kumo-Tabular-Small,log_loss,1.308299,0.035087,-1.308299,6,718.0
 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,LightGBM,log_loss,2.523563,0.103739,-2.523563,6,718.0
+MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,Mitra-v2,log_loss,1.295924,0.047588,-1.295924,6,718.0
 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,RandomForest,log_loss,1.716003,0.04365,-1.716003,6,718.0
 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,RealMLP,log_loss,5.045067,1.952045,-5.045067,6,718.0
 MUL_IMAGE_POKEMON_HEIGHT,extended,classification,image-text,TabDPT,log_loss,1.630252,0.055204,-1.630252,6,718.0
@@ -581,6 +604,7 @@ MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular,log_loss,0.603
 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Medium,log_loss,0.612877,0.017103,-0.612877,6,3214.0
 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Kumo-Tabular-Small,log_loss,0.626737,0.017217,-0.626737,6,3214.0
 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,LightGBM,log_loss,1.101021,0.03193,-1.101021,6,3214.0
+MUL_IMAGE_REDDIT_MEMES,extended,classification,image,Mitra-v2,log_loss,0.620652,0.019419,-0.620652,6,3214.0
 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,RandomForest,log_loss,1.212708,0.007958,-1.212708,6,3214.0
 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,RealMLP,log_loss,1.42005,0.229894,-1.42005,6,3214.0
 MUL_IMAGE_REDDIT_MEMES,extended,classification,image,TabDPT,log_loss,1.16516,0.011519,-1.16516,6,3214.0
@@ -605,6 +629,7 @@ MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular,log_loss,0.
 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Medium,log_loss,0.279365,0.014316,-0.279365,6,10000.0
 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Kumo-Tabular-Small,log_loss,0.292231,0.014656,-0.292231,6,10000.0
 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,LightGBM,log_loss,0.532532,0.020067,-0.532532,6,10000.0
+MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,Mitra-v2,log_loss,0.293577,0.014624,-0.293577,6,10000.0
 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,RandomForest,log_loss,0.704913,0.022637,-0.704913,6,10000.0
 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,RealMLP,log_loss,0.445748,0.126212,-0.445748,6,10000.0
 MUL_IMAGE_ZOOSCAN_ZOOPLANKTON,core,classification,image,TabDPT,log_loss,0.378073,0.015424,-0.378073,6,10000.0
@@ -629,6 +654,7 @@ MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular,log_los
 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.087559,0.007911,-0.087559,6,10000.0
 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Kumo-Tabular-Small,log_loss,0.08867,0.007787,-0.08867,6,10000.0
 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,LightGBM,log_loss,0.148794,0.009718,-0.148794,6,10000.0
+MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,Mitra-v2,log_loss,0.090473,0.007325,-0.090473,6,10000.0
 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,RandomForest,log_loss,0.239537,0.032277,-0.239537,6,10000.0
 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,RealMLP,log_loss,0.167429,0.021842,-0.167429,6,10000.0
 MUL_TEXT_AMERICAN_EAGLE_PRICES,extended,classification,text,TabDPT,log_loss,0.164797,0.00321,-0.164797,6,10000.0
@@ -653,6 +679,7 @@ MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular,log_loss,0.80
 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.811165,0.009693,-0.811165,6,2645.0
 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Kumo-Tabular-Small,log_loss,0.816905,0.012587,-0.816905,6,2645.0
 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,LightGBM,log_loss,0.941932,0.015501,-0.941932,6,2645.0
+MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,Mitra-v2,log_loss,0.817017,0.009649,-0.817017,6,2645.0
 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,RandomForest,log_loss,0.900076,0.009751,-0.900076,6,2645.0
 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,RealMLP,log_loss,3.036894,1.150998,-3.036894,6,2645.0
 MUL_TEXT_BOOKS_GOODREADS,extended,classification,text,TabDPT,log_loss,0.934784,0.012539,-0.934784,6,2645.0
@@ -677,6 +704,7 @@ MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular,log_loss,0.877475,
 MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.882479,0.017773,-0.882479,6,4939.0
 MUL_TEXT_BOX_OFFICE,extended,classification,text,Kumo-Tabular-Small,log_loss,0.895491,0.019498,-0.895491,6,4939.0
 MUL_TEXT_BOX_OFFICE,extended,classification,text,LightGBM,log_loss,1.082374,0.026893,-1.082374,6,4939.0
+MUL_TEXT_BOX_OFFICE,extended,classification,text,Mitra-v2,log_loss,0.882958,0.020407,-0.882958,6,4939.0
 MUL_TEXT_BOX_OFFICE,extended,classification,text,RandomForest,log_loss,1.156595,0.013436,-1.156595,6,4939.0
 MUL_TEXT_BOX_OFFICE,extended,classification,text,RealMLP,log_loss,1.075612,0.018901,-1.075612,6,4939.0
 MUL_TEXT_BOX_OFFICE,extended,classification,text,TabDPT,log_loss,1.158845,0.02026,-1.158845,6,4939.0
@@ -701,6 +729,7 @@ MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular,log_loss,0
 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Medium,log_loss,0.519416,0.003173,-0.519416,6,10000.0
 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Kumo-Tabular-Small,log_loss,0.522731,0.004253,-0.522731,6,10000.0
 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,LightGBM,log_loss,0.700604,0.016362,-0.700604,6,10000.0
+MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,Mitra-v2,log_loss,0.518184,0.00411,-0.518184,6,10000.0
 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,RandomForest,log_loss,0.671237,0.032814,-0.671237,6,10000.0
 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,RealMLP,log_loss,0.609618,0.006854,-0.609618,6,10000.0
 MUL_TEXT_CONSUMER_COMPLAINT,extended,classification,text,TabDPT,log_loss,0.638148,0.006622,-0.638148,6,10000.0
@@ -725,6 +754,7 @@ MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular,log_loss,1.
 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Medium,log_loss,1.136117,0.007298,-1.136117,6,10000.0
 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Kumo-Tabular-Small,log_loss,1.146359,0.008382,-1.146359,6,10000.0
 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,LightGBM,log_loss,1.389282,0.013244,-1.389282,6,10000.0
+MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,Mitra-v2,log_loss,1.14832,0.01127,-1.14832,6,10000.0
 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,RandomForest,log_loss,1.613705,0.028694,-1.613705,6,10000.0
 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,RealMLP,log_loss,1.234828,0.017399,-1.234828,6,10000.0
 MUL_TEXT_DATA_SCIENTIST_SALARY,core,classification,text,TabDPT,log_loss,1.143043,0.011584,-1.143043,6,10000.0
@@ -749,6 +779,7 @@ MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular,log_loss,1.88479
 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Medium,log_loss,1.890484,0.012816,-1.890484,6,1098.0
 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Kumo-Tabular-Small,log_loss,1.912686,0.012948,-1.912686,6,1098.0
 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,LightGBM,log_loss,2.861044,0.081979,-2.861044,6,1098.0
+MUL_TEXT_KOREAN_DRAMA,extended,classification,text,Mitra-v2,log_loss,1.897791,0.018915,-1.897791,6,1098.0
 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,RandomForest,log_loss,2.138028,0.031246,-2.138028,6,1098.0
 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,RealMLP,log_loss,2.462763,0.112049,-2.462763,6,1098.0
 MUL_TEXT_KOREAN_DRAMA,extended,classification,text,TabDPT,log_loss,2.011262,0.017202,-2.011262,6,1098.0
@@ -797,6 +828,7 @@ MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular,log_loss,0.5
 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Medium,log_loss,0.593698,0.003855,-0.593698,6,10000.0
 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Kumo-Tabular-Small,log_loss,0.597712,0.003816,-0.597712,6,10000.0
 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,LightGBM,log_loss,0.713469,0.007191,-0.713469,6,10000.0
+MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,Mitra-v2,log_loss,0.594736,0.005819,-0.594736,6,10000.0
 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,RandomForest,log_loss,0.799697,0.018604,-0.799697,6,10000.0
 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,RealMLP,log_loss,0.640308,0.009512,-0.640308,6,10000.0
 MUL_TEXT_MICHELIN_RESTAURANTS,core,classification,text,TabDPT,log_loss,0.793125,0.007085,-0.793125,6,10000.0
@@ -821,6 +853,7 @@ MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular,log_loss,1.15786
 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Medium,log_loss,1.166139,0.004679,-1.166139,6,10000.0
 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Kumo-Tabular-Small,log_loss,1.177173,0.004466,-1.177173,6,10000.0
 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,LightGBM,log_loss,1.312693,0.012794,-1.312693,6,10000.0
+MUL_TEXT_NEWS_CHANNEL,extended,classification,text,Mitra-v2,log_loss,1.153569,0.005593,-1.153569,6,10000.0
 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,RandomForest,log_loss,1.39807,0.017752,-1.39807,6,10000.0
 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,RealMLP,log_loss,1.269813,0.008522,-1.269813,6,10000.0
 MUL_TEXT_NEWS_CHANNEL,extended,classification,text,TabDPT,log_loss,1.293158,0.008851,-1.293158,6,10000.0
@@ -845,6 +878,7 @@ MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular,log_loss,0.3582
 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Medium,log_loss,0.361534,0.006721,-0.361534,6,3394.0
 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Kumo-Tabular-Small,log_loss,0.363335,0.006312,-0.363335,6,3394.0
 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,LightGBM,log_loss,0.624319,0.035917,-0.624319,6,3394.0
+MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,Mitra-v2,log_loss,0.362514,0.008815,-0.362514,6,3394.0
 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,RandomForest,log_loss,0.51349,0.030046,-0.51349,6,3394.0
 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,RealMLP,log_loss,0.431486,0.01616,-0.431486,6,3394.0
 MUL_TEXT_PRODUCT_SENTIMENT,core,classification,text,TabDPT,log_loss,0.381331,0.015376,-0.381331,6,3394.0
@@ -891,6 +925,7 @@ MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular,log_loss,0.156589,0.
 MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Medium,log_loss,0.157727,0.008278,-0.157727,6,10000.0
 MUL_TEXT_US_ACCIDENTS,core,classification,text,Kumo-Tabular-Small,log_loss,0.163756,0.007411,-0.163756,6,10000.0
 MUL_TEXT_US_ACCIDENTS,core,classification,text,LightGBM,log_loss,0.258927,0.014566,-0.258927,6,10000.0
+MUL_TEXT_US_ACCIDENTS,core,classification,text,Mitra-v2,log_loss,0.160933,0.006973,-0.160933,6,10000.0
 MUL_TEXT_US_ACCIDENTS,core,classification,text,RandomForest,log_loss,0.285156,0.016553,-0.285156,6,10000.0
 MUL_TEXT_US_ACCIDENTS,core,classification,text,RealMLP,log_loss,0.295954,0.095275,-0.295954,6,10000.0
 MUL_TEXT_US_ACCIDENTS,core,classification,text,TabDPT,log_loss,0.29523,0.009058,-0.29523,6,10000.0
@@ -937,6 +972,7 @@ MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular,log_loss,0.
 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Medium,log_loss,0.651346,0.005766,-0.651346,6,10000.0
 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Kumo-Tabular-Small,log_loss,0.654785,0.005085,-0.654785,6,10000.0
 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,LightGBM,log_loss,0.734227,0.006181,-0.734227,6,10000.0
+MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,Mitra-v2,log_loss,0.653264,0.005538,-0.653264,6,10000.0
 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,RandomForest,log_loss,0.758164,0.011707,-0.758164,6,10000.0
 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,RealMLP,log_loss,0.675633,0.009667,-0.675633,6,10000.0
 MUL_TEXT_WOMEN_CLOTHING_REVIEW,core,classification,text,TabDPT,log_loss,0.676179,0.003689,-0.676179,6,10000.0
@@ -961,6 +997,7 @@ REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Kumo-Tabular,root_mean_squar
 REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.372291,0.009878,-0.372291,6,10000.0
 REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.38113,0.009179,-0.38113,6,10000.0
 REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,LightGBM,root_mean_squared_error,0.41369,0.008504,-0.41369,6,10000.0
+REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.376725,0.010829,-0.376725,6,10000.0
 REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,RandomForest,root_mean_squared_error,0.444246,0.006815,-0.444246,6,10000.0
 REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,RealMLP,root_mean_squared_error,0.430895,0.004979,-0.430895,6,10000.0
 REG_IMAGE_AIRBNB_NYC,extended,regression,image-text,TabDPT,root_mean_squared_error,0.425627,0.011287,-0.425627,6,10000.0
@@ -985,6 +1022,7 @@ REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular,root_mean_square
 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Medium,root_mean_squared_error,0.620921,0.020941,-0.620921,6,2326.0
 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Kumo-Tabular-Small,root_mean_squared_error,0.621013,0.022518,-0.621013,6,2326.0
 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,LightGBM,root_mean_squared_error,0.738006,0.021673,-0.738006,6,2326.0
+REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,Mitra-v2,root_mean_squared_error,0.621822,0.020255,-0.621822,6,2326.0
 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,RandomForest,root_mean_squared_error,0.752138,0.027117,-0.752138,6,2326.0
 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,RealMLP,root_mean_squared_error,0.709876,0.019979,-0.709876,6,2326.0
 REG_IMAGE_AMAZON_BEST_SELLER,core,regression,image,TabDPT,root_mean_squared_error,0.645962,0.021682,-0.645962,6,2326.0
@@ -1009,6 +1047,7 @@ REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Kumo-Tabular,root_mean_squa
 REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,3.030901,0.119111,-3.030901,6,10000.0
 REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,3.047771,0.118454,-3.047771,6,10000.0
 REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,LightGBM,root_mean_squared_error,3.308201,0.132025,-3.308201,6,10000.0
+REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,Mitra-v2,root_mean_squared_error,3.032542,0.111504,-3.032542,6,10000.0
 REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,RandomForest,root_mean_squared_error,3.478982,0.118629,-3.478982,6,10000.0
 REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,RealMLP,root_mean_squared_error,3.39801,0.128517,-3.39801,6,10000.0
 REG_IMAGE_AMAZON_PACKAGES,core,regression,image-text,TabDPT,root_mean_squared_error,3.111699,0.096762,-3.111699,6,10000.0
@@ -1033,6 +1072,7 @@ REG_IMAGE_DVM_CAR,extended,regression,image-text,Kumo-Tabular,root_mean_squared_
 REG_IMAGE_DVM_CAR,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,18451.358529,13245.714324,-18451.358529,6,10000.0
 REG_IMAGE_DVM_CAR,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,18679.263203,14273.934438,-18679.263203,6,10000.0
 REG_IMAGE_DVM_CAR,extended,regression,image-text,LightGBM,root_mean_squared_error,20967.842063,13521.034069,-20967.842063,6,10000.0
+REG_IMAGE_DVM_CAR,extended,regression,image-text,Mitra-v2,root_mean_squared_error,15910.198816,10289.91776,-15910.198816,6,10000.0
 REG_IMAGE_DVM_CAR,extended,regression,image-text,RandomForest,root_mean_squared_error,17879.234234,8762.450609,-17879.234234,6,10000.0
 REG_IMAGE_DVM_CAR,extended,regression,image-text,RealMLP,root_mean_squared_error,21664.094416,12376.980572,-21664.094416,6,10000.0
 REG_IMAGE_DVM_CAR,extended,regression,image-text,TabDPT,root_mean_squared_error,22534.970161,13391.649096,-22534.970161,6,10000.0
@@ -1057,6 +1097,7 @@ REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Kumo-Tabular,root_mean_s
 REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.083328,0.000892,-0.083328,6,10000.0
 REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.085321,0.001302,-0.085321,6,10000.0
 REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,LightGBM,root_mean_squared_error,0.107792,0.00067,-0.107792,6,10000.0
+REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.085462,0.001305,-0.085462,6,10000.0
 REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,RandomForest,root_mean_squared_error,0.101818,0.001502,-0.101818,6,10000.0
 REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,RealMLP,root_mean_squared_error,0.101394,0.001065,-0.101394,6,10000.0
 REG_IMAGE_FLIPKART_RATIO,extended,regression,image-text,TabDPT,root_mean_squared_error,0.092451,0.001538,-0.092451,6,10000.0
@@ -1081,6 +1122,7 @@ REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Kumo-Tabular,root_mean_squ
 REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.120091,0.002528,-0.120091,6,6554.0
 REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.124398,0.003141,-0.124398,6,6554.0
 REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,LightGBM,root_mean_squared_error,0.171572,0.002291,-0.171572,6,6554.0
+REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.124632,0.001667,-0.124632,6,6554.0
 REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,RandomForest,root_mean_squared_error,0.171836,0.00358,-0.171836,6,6554.0
 REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,RealMLP,root_mean_squared_error,0.152778,0.003827,-0.152778,6,6554.0
 REG_IMAGE_GOIAS_HOUSES,extended,regression,image-text,TabDPT,root_mean_squared_error,0.177243,0.005176,-0.177243,6,6554.0
@@ -1105,6 +1147,7 @@ REG_IMAGE_HNM_FASHION,core,regression,image-text,Kumo-Tabular,root_mean_squared_
 REG_IMAGE_HNM_FASHION,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,4.298014,0.092625,-4.298014,6,10000.0
 REG_IMAGE_HNM_FASHION,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,4.310499,0.090042,-4.310499,6,10000.0
 REG_IMAGE_HNM_FASHION,core,regression,image-text,LightGBM,root_mean_squared_error,4.484479,0.083587,-4.484479,6,10000.0
+REG_IMAGE_HNM_FASHION,core,regression,image-text,Mitra-v2,root_mean_squared_error,4.30765,0.091232,-4.30765,6,10000.0
 REG_IMAGE_HNM_FASHION,core,regression,image-text,RandomForest,root_mean_squared_error,4.507867,0.101106,-4.507867,6,10000.0
 REG_IMAGE_HNM_FASHION,core,regression,image-text,RealMLP,root_mean_squared_error,4.606055,0.073625,-4.606055,6,10000.0
 REG_IMAGE_HNM_FASHION,core,regression,image-text,TabDPT,root_mean_squared_error,4.416893,0.093176,-4.416893,6,10000.0
@@ -1129,6 +1172,7 @@ REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Kumo-Tabular,root_mean_sq
 REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.494457,0.007845,-0.494457,6,1092.0
 REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.49902,0.012216,-0.49902,6,1092.0
 REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,LightGBM,root_mean_squared_error,0.538437,0.012122,-0.538437,6,1092.0
+REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.499238,0.011951,-0.499238,6,1092.0
 REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,RandomForest,root_mean_squared_error,0.531382,0.00927,-0.531382,6,1092.0
 REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,RealMLP,root_mean_squared_error,0.549987,0.025419,-0.549987,6,1092.0
 REG_IMAGE_KAMERNET_SIZE,extended,regression,image-text,TabDPT,root_mean_squared_error,0.548221,0.007485,-0.548221,6,1092.0
@@ -1153,6 +1197,7 @@ REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Kumo-Tabular,root_mean_squar
 REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,1873.760077,518.419362,-1873.760077,6,267.0
 REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,2024.657393,553.984377,-2024.657393,6,267.0
 REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,LightGBM,root_mean_squared_error,3606.567237,688.070112,-3606.567237,6,267.0
+REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,Mitra-v2,root_mean_squared_error,2388.439623,660.741773,-2388.439623,6,267.0
 REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,RandomForest,root_mean_squared_error,3797.777747,893.265405,-3797.777747,6,267.0
 REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,RealMLP,root_mean_squared_error,2764.500914,911.84486,-2764.500914,6,267.0
 REG_IMAGE_KHAADI_CLOTHES,core,regression,image-text,TabDPT,root_mean_squared_error,3263.607807,645.986234,-3263.607807,6,267.0
@@ -1177,6 +1222,7 @@ REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Kumo-Tabular,root_mean_
 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,422.469587,38.196382,-422.469587,6,646.0
 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,424.157884,32.503928,-424.157884,6,646.0
 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,LightGBM,root_mean_squared_error,478.076931,48.497215,-478.076931,6,646.0
+REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,Mitra-v2,root_mean_squared_error,428.131105,43.944518,-428.131105,6,646.0
 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,RandomForest,root_mean_squared_error,468.813603,53.467061,-468.813603,6,646.0
 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,RealMLP,root_mean_squared_error,487.010411,51.008608,-487.010411,6,646.0
 REG_IMAGE_LAHAINA_AUCTION,extended,regression,image-text,TabDPT,root_mean_squared_error,446.344288,38.679936,-446.344288,6,646.0
@@ -1201,6 +1247,7 @@ REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Kumo-Tabular,root_mean_sq
 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.313505,0.003199,-0.313505,6,8376.0
 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.316263,0.003072,-0.316263,6,8376.0
 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,LightGBM,root_mean_squared_error,0.335451,0.002251,-0.335451,6,8376.0
+REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,Mitra-v2,root_mean_squared_error,0.315984,0.002466,-0.315984,6,8376.0
 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,RandomForest,root_mean_squared_error,0.342489,0.002446,-0.342489,6,8376.0
 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,RealMLP,root_mean_squared_error,0.34227,0.003025,-0.34227,6,8376.0
 REG_IMAGE_LETTERBOXD_MOVIES,core,regression,image-text,TabDPT,root_mean_squared_error,0.350049,0.003542,-0.350049,6,8376.0
@@ -1225,6 +1272,7 @@ REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular,root_mean_squared_error,
 REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Medium,root_mean_squared_error,0.052877,0.003475,-0.052877,6,364.0
 REG_IMAGE_MANGO_MASS,core,regression,image,Kumo-Tabular-Small,root_mean_squared_error,0.05258,0.003738,-0.05258,6,364.0
 REG_IMAGE_MANGO_MASS,core,regression,image,LightGBM,root_mean_squared_error,0.061955,0.002105,-0.061955,6,364.0
+REG_IMAGE_MANGO_MASS,core,regression,image,Mitra-v2,root_mean_squared_error,0.053937,0.003676,-0.053937,6,364.0
 REG_IMAGE_MANGO_MASS,core,regression,image,RandomForest,root_mean_squared_error,0.064836,0.003108,-0.064836,6,364.0
 REG_IMAGE_MANGO_MASS,core,regression,image,RealMLP,root_mean_squared_error,0.059106,0.003119,-0.059106,6,364.0
 REG_IMAGE_MANGO_MASS,core,regression,image,TabDPT,root_mean_squared_error,0.053432,0.002942,-0.053432,6,364.0
@@ -1249,6 +1297,7 @@ REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular,root_mean_squared_erro
 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-Medium,root_mean_squared_error,0.090752,0.001438,-0.090752,6,9166.0
 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Kumo-Tabular-Small,root_mean_squared_error,0.09366,0.001183,-0.09366,6,9166.0
 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,LightGBM,root_mean_squared_error,0.104681,0.001577,-0.104681,6,9166.0
+REG_IMAGE_MKPHOTO_BOTS,core,regression,image,Mitra-v2,root_mean_squared_error,0.090119,0.001752,-0.090119,6,9166.0
 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,RandomForest,root_mean_squared_error,0.102555,0.000948,-0.102555,6,9166.0
 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,RealMLP,root_mean_squared_error,0.10771,0.004398,-0.10771,6,9166.0
 REG_IMAGE_MKPHOTO_BOTS,core,regression,image,TabDPT,root_mean_squared_error,0.097034,0.001586,-0.097034,6,9166.0
@@ -1273,6 +1322,7 @@ REG_IMAGE_PAINTING_PRICE,core,regression,image-text,Kumo-Tabular,root_mean_squar
 REG_IMAGE_PAINTING_PRICE,core,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,3054.115434,427.930983,-3054.115434,6,8246.0
 REG_IMAGE_PAINTING_PRICE,core,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,3062.905322,389.147709,-3062.905322,6,8246.0
 REG_IMAGE_PAINTING_PRICE,core,regression,image-text,LightGBM,root_mean_squared_error,3475.482041,348.427163,-3475.482041,6,8246.0
+REG_IMAGE_PAINTING_PRICE,core,regression,image-text,Mitra-v2,root_mean_squared_error,2944.400653,441.480806,-2944.400653,6,8246.0
 REG_IMAGE_PAINTING_PRICE,core,regression,image-text,RandomForest,root_mean_squared_error,3575.456586,297.553438,-3575.456586,6,8246.0
 REG_IMAGE_PAINTING_PRICE,core,regression,image-text,RealMLP,root_mean_squared_error,3475.801316,358.614196,-3475.801316,6,8246.0
 REG_IMAGE_PAINTING_PRICE,core,regression,image-text,TabDPT,root_mean_squared_error,3342.155858,373.456536,-3342.155858,6,8246.0
@@ -1297,6 +1347,7 @@ REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular,root_mean_squared
 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-Medium,root_mean_squared_error,0.578596,0.008766,-0.578596,6,10000.0
 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Kumo-Tabular-Small,root_mean_squared_error,0.582841,0.008649,-0.582841,6,10000.0
 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,LightGBM,root_mean_squared_error,0.679573,0.007081,-0.679573,6,10000.0
+REG_IMAGE_ROMANIA_PRICE,extended,regression,image,Mitra-v2,root_mean_squared_error,0.585445,0.008594,-0.585445,6,10000.0
 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,RandomForest,root_mean_squared_error,0.695107,0.011317,-0.695107,6,10000.0
 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,RealMLP,root_mean_squared_error,0.669953,0.010568,-0.669953,6,10000.0
 REG_IMAGE_ROMANIA_PRICE,extended,regression,image,TabDPT,root_mean_squared_error,0.634464,0.006862,-0.634464,6,10000.0
@@ -1321,6 +1372,7 @@ REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,Kumo-Tabular,root_mean
 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.31714,0.027775,-0.31714,6,10000.0
 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.323912,0.027035,-0.323912,6,10000.0
 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,LightGBM,root_mean_squared_error,0.371184,0.024954,-0.371184,6,10000.0
+REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.318678,0.028066,-0.318678,6,10000.0
 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,RandomForest,root_mean_squared_error,0.391514,0.026579,-0.391514,6,10000.0
 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,RealMLP,root_mean_squared_error,0.36804,0.025095,-0.36804,6,10000.0
 REG_IMAGE_SAO_PAULO_HOUSES,extended,regression,image-text,TabDPT,root_mean_squared_error,0.346054,0.02715,-0.346054,6,10000.0
@@ -1345,6 +1397,7 @@ REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,Kumo-Tabular,root_mean_squ
 REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,153129.765009,5381.238063,-153129.765009,6,10000.0
 REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,156728.114522,5086.745153,-156728.114522,6,10000.0
 REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,LightGBM,root_mean_squared_error,198663.486299,3694.109336,-198663.486299,6,10000.0
+REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,Mitra-v2,root_mean_squared_error,157960.705437,4500.497975,-157960.705437,6,10000.0
 REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,RandomForest,root_mean_squared_error,198566.049509,3898.615348,-198566.049509,6,10000.0
 REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,RealMLP,root_mean_squared_error,190367.410931,2087.269483,-190367.410931,6,10000.0
 REG_IMAGE_SOCAL_HOUSES,extended,regression,image-text,TabDPT,root_mean_squared_error,178751.85646,2965.595641,-178751.85646,6,10000.0
@@ -1369,6 +1422,7 @@ REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Kumo-Tabular,root_mean
 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.859996,0.037981,-0.859996,6,798.0
 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.861845,0.042123,-0.861845,6,798.0
 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,LightGBM,root_mean_squared_error,1.027713,0.056846,-1.027713,6,798.0
+REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.872966,0.048125,-0.872966,6,798.0
 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,RandomForest,root_mean_squared_error,1.052907,0.043179,-1.052907,6,798.0
 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,RealMLP,root_mean_squared_error,1.105115,0.030893,-1.105115,6,798.0
 REG_IMAGE_TOKOPEDIA_WEIGHT,extended,regression,image-text,TabDPT,root_mean_squared_error,1.071629,0.040494,-1.071629,6,798.0
@@ -1393,6 +1447,7 @@ REG_IMAGE_WATCH_TIER,extended,regression,image-text,Kumo-Tabular,root_mean_squar
 REG_IMAGE_WATCH_TIER,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.28498,0.069415,-0.28498,6,840.0
 REG_IMAGE_WATCH_TIER,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.284317,0.071817,-0.284317,6,840.0
 REG_IMAGE_WATCH_TIER,extended,regression,image-text,LightGBM,root_mean_squared_error,0.354231,0.064172,-0.354231,6,840.0
+REG_IMAGE_WATCH_TIER,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.289379,0.069215,-0.289379,6,840.0
 REG_IMAGE_WATCH_TIER,extended,regression,image-text,RandomForest,root_mean_squared_error,0.40927,0.071392,-0.40927,6,840.0
 REG_IMAGE_WATCH_TIER,extended,regression,image-text,RealMLP,root_mean_squared_error,0.334141,0.060871,-0.334141,6,840.0
 REG_IMAGE_WATCH_TIER,extended,regression,image-text,TabDPT,root_mean_squared_error,0.340619,0.074643,-0.340619,6,840.0
@@ -1417,6 +1472,7 @@ REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Kumo-Tabular,root_mean_squa
 REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Kumo-Tabular-Medium,root_mean_squared_error,0.427862,0.006038,-0.427862,6,8897.0
 REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Kumo-Tabular-Small,root_mean_squared_error,0.438347,0.004982,-0.438347,6,8897.0
 REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,LightGBM,root_mean_squared_error,0.559696,0.00401,-0.559696,6,8897.0
+REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,Mitra-v2,root_mean_squared_error,0.434319,0.004643,-0.434319,6,8897.0
 REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,RandomForest,root_mean_squared_error,0.551254,0.00653,-0.551254,6,8897.0
 REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,RealMLP,root_mean_squared_error,0.526171,0.002574,-0.526171,6,8897.0
 REG_IMAGE_ZEPTO_PRICE,extended,regression,image-text,TabDPT,root_mean_squared_error,0.474822,0.00385,-0.474822,6,8897.0
@@ -1441,6 +1497,7 @@ REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular,root_mean_squared_
 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,49.104471,5.562471,-49.104471,6,2546.0
 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,50.057017,5.547106,-50.057017,6,2546.0
 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,LightGBM,root_mean_squared_error,55.680029,4.053218,-55.680029,6,2546.0
+REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,Mitra-v2,root_mean_squared_error,50.308762,5.377198,-50.308762,6,2546.0
 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,RandomForest,root_mean_squared_error,59.629881,4.456761,-59.629881,6,2546.0
 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,RealMLP,root_mean_squared_error,57.35028,4.175396,-57.35028,6,2546.0
 REG_TEXT_AIRBNB_SEATTLE,extended,regression,text,TabDPT,root_mean_squared_error,55.566064,5.506604,-55.566064,6,2546.0
@@ -1465,6 +1522,7 @@ REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular,root_mean_squared_er
 REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.401884,0.007207,-0.401884,6,9594.0
 REG_TEXT_ANIME_PLANET,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.409125,0.006677,-0.409125,6,9594.0
 REG_TEXT_ANIME_PLANET,extended,regression,text,LightGBM,root_mean_squared_error,0.462159,0.005163,-0.462159,6,9594.0
+REG_TEXT_ANIME_PLANET,extended,regression,text,Mitra-v2,root_mean_squared_error,0.404531,0.006164,-0.404531,6,9594.0
 REG_TEXT_ANIME_PLANET,extended,regression,text,RandomForest,root_mean_squared_error,0.489628,0.006127,-0.489628,6,9594.0
 REG_TEXT_ANIME_PLANET,extended,regression,text,RealMLP,root_mean_squared_error,0.48487,0.007696,-0.48487,6,9594.0
 REG_TEXT_ANIME_PLANET,extended,regression,text,TabDPT,root_mean_squared_error,0.559269,0.008734,-0.559269,6,9594.0
@@ -1489,6 +1547,7 @@ REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular,root_mean_squared_error
 REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,14.877447,3.817456,-14.877447,6,3390.0
 REG_TEXT_BABIES_PRICES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,14.98895,3.794612,-14.98895,6,3390.0
 REG_TEXT_BABIES_PRICES,core,regression,text,LightGBM,root_mean_squared_error,21.300877,2.802517,-21.300877,6,3390.0
+REG_TEXT_BABIES_PRICES,core,regression,text,Mitra-v2,root_mean_squared_error,15.146679,3.32248,-15.146679,6,3390.0
 REG_TEXT_BABIES_PRICES,core,regression,text,RandomForest,root_mean_squared_error,22.567813,2.885658,-22.567813,6,3390.0
 REG_TEXT_BABIES_PRICES,core,regression,text,RealMLP,root_mean_squared_error,19.516048,2.533986,-19.516048,6,3390.0
 REG_TEXT_BABIES_PRICES,core,regression,text,TabDPT,root_mean_squared_error,20.460092,3.327354,-20.460092,6,3390.0
@@ -1513,6 +1572,7 @@ REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular,root_mean_squared_error,0.
 REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.207575,0.007132,-0.207575,6,3326.0
 REG_TEXT_BOOK_PRICE,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.210279,0.007676,-0.210279,6,3326.0
 REG_TEXT_BOOK_PRICE,core,regression,text,LightGBM,root_mean_squared_error,0.235291,0.00816,-0.235291,6,3326.0
+REG_TEXT_BOOK_PRICE,core,regression,text,Mitra-v2,root_mean_squared_error,0.210381,0.006997,-0.210381,6,3326.0
 REG_TEXT_BOOK_PRICE,core,regression,text,RandomForest,root_mean_squared_error,0.240314,0.008216,-0.240314,6,3326.0
 REG_TEXT_BOOK_PRICE,core,regression,text,RealMLP,root_mean_squared_error,0.232684,0.006473,-0.232684,6,3326.0
 REG_TEXT_BOOK_PRICE,core,regression,text,TabDPT,root_mean_squared_error,0.226455,0.007933,-0.226455,6,3326.0
@@ -1537,6 +1597,7 @@ REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular,root_mean_squared_er
 REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.773806,0.031853,-0.773806,6,3150.0
 REG_TEXT_BOOK_READABILITY,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.780553,0.03255,-0.780553,6,3150.0
 REG_TEXT_BOOK_READABILITY,core,regression,text,LightGBM,root_mean_squared_error,0.856504,0.031797,-0.856504,6,3150.0
+REG_TEXT_BOOK_READABILITY,core,regression,text,Mitra-v2,root_mean_squared_error,0.786594,0.022144,-0.786594,6,3150.0
 REG_TEXT_BOOK_READABILITY,core,regression,text,RandomForest,root_mean_squared_error,0.909703,0.029935,-0.909703,6,3150.0
 REG_TEXT_BOOK_READABILITY,core,regression,text,RealMLP,root_mean_squared_error,0.887807,0.052526,-0.887807,6,3150.0
 REG_TEXT_BOOK_READABILITY,core,regression,text,TabDPT,root_mean_squared_error,0.863585,0.022841,-0.863585,6,3150.0
@@ -1561,6 +1622,7 @@ REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular,root_mean_s
 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.404476,0.010143,-0.404476,6,1197.0
 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.406917,0.013294,-0.406917,6,1197.0
 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,LightGBM,root_mean_squared_error,0.438114,0.016383,-0.438114,6,1197.0
+REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,Mitra-v2,root_mean_squared_error,0.413367,0.012954,-0.413367,6,1197.0
 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,RandomForest,root_mean_squared_error,0.427283,0.012316,-0.427283,6,1197.0
 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,RealMLP,root_mean_squared_error,0.464173,0.021987,-0.464173,6,1197.0
 REG_TEXT_CHOCOLATE_BAR_RATINGS,extended,regression,text,TabDPT,root_mean_squared_error,0.433511,0.014695,-0.433511,6,1197.0
@@ -1585,6 +1647,7 @@ REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular,root_mean_squared_er
 REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,8590.514772,349.861132,-8590.514772,6,10000.0
 REG_TEXT_FIFA22_WAGES,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,8732.9182,382.578707,-8732.9182,6,10000.0
 REG_TEXT_FIFA22_WAGES,extended,regression,text,LightGBM,root_mean_squared_error,9289.942934,185.820743,-9289.942934,6,10000.0
+REG_TEXT_FIFA22_WAGES,extended,regression,text,Mitra-v2,root_mean_squared_error,8610.344595,284.151005,-8610.344595,6,10000.0
 REG_TEXT_FIFA22_WAGES,extended,regression,text,RandomForest,root_mean_squared_error,9338.479997,217.38115,-9338.479997,6,10000.0
 REG_TEXT_FIFA22_WAGES,extended,regression,text,RealMLP,root_mean_squared_error,9420.134231,448.82571,-9420.134231,6,10000.0
 REG_TEXT_FIFA22_WAGES,extended,regression,text,TabDPT,root_mean_squared_error,10576.011266,389.158931,-10576.011266,6,10000.0
@@ -1609,6 +1672,7 @@ REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular,root_mean_squared
 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.531052,0.013529,-0.531052,6,10000.0
 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.536808,0.013313,-0.536808,6,10000.0
 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,LightGBM,root_mean_squared_error,0.574762,0.012939,-0.574762,6,10000.0
+REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,Mitra-v2,root_mean_squared_error,0.550045,0.012922,-0.550045,6,10000.0
 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,RandomForest,root_mean_squared_error,0.593151,0.013464,-0.593151,6,10000.0
 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,RealMLP,root_mean_squared_error,0.590407,0.012666,-0.590407,6,10000.0
 REG_TEXT_MERCARI_MARKETPLACE,core,regression,text,TabDPT,root_mean_squared_error,0.557746,0.016275,-0.557746,6,10000.0
@@ -1633,6 +1697,7 @@ REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular,root_mean_squared
 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,2762.867497,298.508589,-2762.867497,6,6152.0
 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,2922.243788,332.57035,-2922.243788,6,6152.0
 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,LightGBM,root_mean_squared_error,4478.16395,538.797085,-4478.16395,6,6152.0
+REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,Mitra-v2,root_mean_squared_error,3159.612446,526.28463,-3159.612446,6,6152.0
 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,RandomForest,root_mean_squared_error,4806.394518,527.281071,-4806.394518,6,6152.0
 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,RealMLP,root_mean_squared_error,4758.729153,447.090676,-4758.729153,6,6152.0
 REG_TEXT_MONTGOMERY_SALARIES,core,regression,text,TabDPT,root_mean_squared_error,4853.042975,488.649001,-4853.042975,6,6152.0
@@ -1657,6 +1722,7 @@ REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular,root_mean_squared_e
 REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.914746,0.022787,-0.914746,6,2737.0
 REG_TEXT_RAMEN_RATINGS,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.919333,0.025142,-0.919333,6,2737.0
 REG_TEXT_RAMEN_RATINGS,extended,regression,text,LightGBM,root_mean_squared_error,0.95561,0.021621,-0.95561,6,2737.0
+REG_TEXT_RAMEN_RATINGS,extended,regression,text,Mitra-v2,root_mean_squared_error,0.930942,0.021433,-0.930942,6,2737.0
 REG_TEXT_RAMEN_RATINGS,extended,regression,text,RandomForest,root_mean_squared_error,0.94652,0.021672,-0.94652,6,2737.0
 REG_TEXT_RAMEN_RATINGS,extended,regression,text,RealMLP,root_mean_squared_error,0.990904,0.04232,-0.990904,6,2737.0
 REG_TEXT_RAMEN_RATINGS,extended,regression,text,TabDPT,root_mean_squared_error,0.935623,0.027901,-0.935623,6,2737.0
@@ -1681,6 +1747,7 @@ REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular,root_mean_squared_err
 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.745142,0.014066,-0.745142,6,4772.0
 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.760475,0.015868,-0.760475,6,4772.0
 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,LightGBM,root_mean_squared_error,0.828184,0.012261,-0.828184,6,4772.0
+REG_TEXT_ROTTEN_TOMATOES,core,regression,text,Mitra-v2,root_mean_squared_error,0.82958,0.020543,-0.82958,6,4772.0
 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,RandomForest,root_mean_squared_error,0.864307,0.012336,-0.864307,6,4772.0
 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,RealMLP,root_mean_squared_error,0.835662,0.029129,-0.835662,6,4772.0
 REG_TEXT_ROTTEN_TOMATOES,core,regression,text,TabDPT,root_mean_squared_error,0.887086,0.023339,-0.887086,6,4772.0
@@ -1705,6 +1772,7 @@ REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular,root_mean_squared_er
 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,18.002558,1.101358,-18.002558,6,10000.0
 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,18.521582,1.197157,-18.521582,6,10000.0
 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,LightGBM,root_mean_squared_error,23.453959,2.633058,-23.453959,6,10000.0
+REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,Mitra-v2,root_mean_squared_error,18.995755,1.401472,-18.995755,6,10000.0
 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,RandomForest,root_mean_squared_error,25.760204,2.751704,-25.760204,6,10000.0
 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,RealMLP,root_mean_squared_error,24.771572,3.095955,-24.771572,6,10000.0
 REG_TEXT_SCIMAGOJR_IMPACT,core,regression,text,TabDPT,root_mean_squared_error,27.816115,2.90327,-27.816115,6,10000.0
@@ -1729,6 +1797,7 @@ REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular,root_mean_squar
 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,780553.510936,121723.966021,-780553.510936,6,10000.0
 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,793331.349946,110271.894349,-793331.349946,6,10000.0
 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,LightGBM,root_mean_squared_error,980048.354798,158404.201907,-980048.354798,6,10000.0
+REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,Mitra-v2,root_mean_squared_error,807294.340325,111293.367371,-807294.340325,6,10000.0
 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,RandomForest,root_mean_squared_error,965027.592341,185847.052465,-965027.592341,6,10000.0
 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,RealMLP,root_mean_squared_error,854396.765477,185289.512451,-854396.765477,6,10000.0
 REG_TEXT_USED_CAR_PAKISTAN,extended,regression,text,TabDPT,root_mean_squared_error,2221207.88568,141990.057663,-2221207.88568,6,10000.0
@@ -1753,6 +1822,7 @@ REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular,root_mean_squared_
 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,20894.730028,1966.305541,-20894.730028,6,5357.0
 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,21812.244659,2971.804607,-21812.244659,6,5357.0
 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,LightGBM,root_mean_squared_error,26928.878949,2422.798322,-26928.878949,6,5357.0
+REG_TEXT_USED_CAR_SAUDI,extended,regression,text,Mitra-v2,root_mean_squared_error,22433.795318,1966.729405,-22433.795318,6,5357.0
 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,RandomForest,root_mean_squared_error,28740.746884,2989.137879,-28740.746884,6,5357.0
 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,RealMLP,root_mean_squared_error,25179.281327,2391.913094,-25179.281327,6,5357.0
 REG_TEXT_USED_CAR_SAUDI,extended,regression,text,TabDPT,root_mean_squared_error,28690.337541,3201.644295,-28690.337541,6,5357.0
@@ -1777,6 +1847,7 @@ REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular,root_mean_squared_
 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,11594.213893,461.694802,-11594.213893,6,10000.0
 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,12016.688512,359.433332,-12016.688512,6,10000.0
 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,LightGBM,root_mean_squared_error,14066.046818,726.91125,-14066.046818,6,10000.0
+REG_TEXT_VANCOUVER_SALARIES,core,regression,text,Mitra-v2,root_mean_squared_error,11552.44785,576.588724,-11552.44785,6,10000.0
 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,RandomForest,root_mean_squared_error,14266.421379,726.65452,-14266.421379,6,10000.0
 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,RealMLP,root_mean_squared_error,13893.900949,698.818782,-13893.900949,6,10000.0
 REG_TEXT_VANCOUVER_SALARIES,core,regression,text,TabDPT,root_mean_squared_error,13448.508748,748.691601,-13448.508748,6,10000.0
@@ -1801,6 +1872,7 @@ REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular,root_mean_squared_e
 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,1.058593,0.245116,-1.058593,6,10000.0
 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,1.099092,0.235282,-1.099092,6,10000.0
 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,LightGBM,root_mean_squared_error,1.236494,0.204706,-1.236494,6,10000.0
+REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,Mitra-v2,root_mean_squared_error,1.082947,0.245801,-1.082947,6,10000.0
 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,RandomForest,root_mean_squared_error,1.457708,0.235952,-1.457708,6,10000.0
 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,RealMLP,root_mean_squared_error,1.333305,0.264762,-1.333305,6,10000.0
 REG_TEXT_VIDEO_GAMES_SALES,core,regression,text,TabDPT,root_mean_squared_error,1.305677,0.221222,-1.305677,6,10000.0
@@ -1825,6 +1897,7 @@ REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular,root_mean_squared_
 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,683.732295,104.064562,-683.732295,6,8380.0
 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,675.426598,123.363206,-675.426598,6,8380.0
 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,LightGBM,root_mean_squared_error,782.761847,148.906961,-782.761847,6,8380.0
+REG_TEXT_WIKILIQ_PRICES,extended,regression,text,Mitra-v2,root_mean_squared_error,691.699602,131.928814,-691.699602,6,8380.0
 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,RandomForest,root_mean_squared_error,786.732068,130.883363,-786.732068,6,8380.0
 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,RealMLP,root_mean_squared_error,840.51411,175.233207,-840.51411,6,8380.0
 REG_TEXT_WIKILIQ_PRICES,extended,regression,text,TabDPT,root_mean_squared_error,883.641133,132.61684,-883.641133,6,8380.0
@@ -1849,6 +1922,7 @@ REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular,root_mean_squa
 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,237.564713,66.27466,-237.564713,6,1498.0
 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,252.919606,71.079962,-252.919606,6,1498.0
 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,LightGBM,root_mean_squared_error,309.419468,85.382449,-309.419468,6,1498.0
+REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,Mitra-v2,root_mean_squared_error,254.851042,85.459309,-254.851042,6,1498.0
 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,RandomForest,root_mean_squared_error,287.926348,80.098396,-287.926348,6,1498.0
 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,RealMLP,root_mean_squared_error,306.929322,86.888447,-306.929322,6,1498.0
 REG_TEXT_WINE_POLISH_MARKET,extended,regression,text,TabDPT,root_mean_squared_error,341.092059,81.400825,-341.092059,6,1498.0
@@ -1873,6 +1947,7 @@ REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular,root_mean_squar
 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.086334,0.002472,-0.086334,6,5767.0
 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.087998,0.002139,-0.087998,6,5767.0
 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,LightGBM,root_mean_squared_error,0.092231,0.002619,-0.092231,6,5767.0
+REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,Mitra-v2,root_mean_squared_error,0.088911,0.001916,-0.088911,6,5767.0
 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,RandomForest,root_mean_squared_error,0.091508,0.002797,-0.091508,6,5767.0
 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,RealMLP,root_mean_squared_error,0.099457,0.003216,-0.099457,6,5767.0
 REG_TEXT_WINE_VIVINO_SPAIN,extended,regression,text,TabDPT,root_mean_squared_error,0.088921,0.002631,-0.088921,6,5767.0
@@ -1897,6 +1972,7 @@ REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular,root_mean_squared_
 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Medium,root_mean_squared_error,0.145102,0.004519,-0.145102,6,10000.0
 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Kumo-Tabular-Small,root_mean_squared_error,0.150452,0.004496,-0.150452,6,10000.0
 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,LightGBM,root_mean_squared_error,0.206748,0.004516,-0.206748,6,10000.0
+REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,Mitra-v2,root_mean_squared_error,0.14924,0.004332,-0.14924,6,10000.0
 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,RandomForest,root_mean_squared_error,0.196365,0.005839,-0.196365,6,10000.0
 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,RealMLP,root_mean_squared_error,0.177653,0.004849,-0.177653,6,10000.0
 REG_TEXT_ZOMATO_RESTAURANTS,core,regression,text,TabDPT,root_mean_squared_error,0.182504,0.004563,-0.182504,6,10000.0

data/versions.csv

@@ -1,4 +1,5 @@
 version,date,change,pr
+v1.8,2026-10-17,"Added Mitra-v2; 25 models",198
 v1.7,2026-10-17,"Added TabSTAR-v1.1; 24 models",189
 v1.6,2026-10-16,"Added TabDPT-1.3, Xiaomi-TabLDM and EXAONE-Tabular; 23 models",186
 v1.5,2026-10-16,"Added TabSTAR; the Elo is computed with TabArena's bencheval",178