autogluon/fev-bench

1model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper2Toto-2.0-1B,Toto-2.0-1B,0.5,0.5,0.5,0.0,0.0,0.03Toto-2.0-1B,Toto-2.0-2.5B,0.333,0.167,0.542,0.005,-0.004,0.0154Toto-2.0-1B,Toto-2.0-313m,0.792,0.625,0.958,0.013,0.004,0.0235Toto-2.0-1B,TimesFM-3,0.667,0.5,0.875,0.024,-0.023,0.0656Toto-2.0-1B,Toto-2.0-22m,0.917,0.792,1.0,0.05,0.028,0.0757Toto-2.0-1B,Chronos-2,0.75,0.583,0.917,0.043,0.018,0.0688Toto-2.0-1B,t0-beta,0.792,0.625,0.958,0.053,0.032,0.0769Toto-2.0-1B,Toto-1.0,0.958,0.875,1.0,0.092,0.057,0.12510Toto-2.0-1B,Toto-2.0-4m,0.958,0.875,1.0,0.096,0.059,0.13711Toto-2.0-1B,TiRex-2,0.917,0.792,1.0,0.1,0.062,0.14212Toto-2.0-1B,TiRex,0.958,0.875,1.0,0.117,0.08,0.15713Toto-2.0-1B,TimesFM-2.5,1.0,1.0,1.0,0.11,0.077,0.14814Toto-2.0-1B,TS-ICL,1.0,1.0,1.0,0.113,0.083,0.14815Toto-2.0-1B,FlowState,0.917,0.792,1.0,0.199,0.104,0.30116Toto-2.0-1B,TabPFN-TS-3,0.917,0.792,1.0,0.141,0.085,0.19417Toto-2.0-1B,Chronos-Bolt,1.0,1.0,1.0,0.222,0.17,0.27918Toto-2.0-1B,Seasonal Naive,1.0,1.0,1.0,0.583,0.479,0.68719Toto-2.0-2.5B,Toto-2.0-1B,0.667,0.458,0.833,-0.005,-0.015,0.00420Toto-2.0-2.5B,Toto-2.0-2.5B,0.5,0.5,0.5,0.0,0.0,0.021Toto-2.0-2.5B,Toto-2.0-313m,0.708,0.542,0.875,0.009,-0.001,0.0222Toto-2.0-2.5B,TimesFM-3,0.625,0.417,0.833,0.02,-0.022,0.05723Toto-2.0-2.5B,Toto-2.0-22m,0.875,0.708,1.0,0.045,0.024,0.0724Toto-2.0-2.5B,Chronos-2,0.75,0.583,0.917,0.038,0.015,0.0625Toto-2.0-2.5B,t0-beta,0.792,0.625,0.958,0.048,0.027,0.07226Toto-2.0-2.5B,Toto-1.0,0.917,0.792,1.0,0.088,0.055,0.12127Toto-2.0-2.5B,Toto-2.0-4m,0.875,0.708,1.0,0.091,0.056,0.13228Toto-2.0-2.5B,TiRex-2,0.875,0.708,1.0,0.095,0.058,0.13929Toto-2.0-2.5B,TiRex,0.917,0.792,1.0,0.113,0.074,0.15630Toto-2.0-2.5B,TimesFM-2.5,1.0,1.0,1.0,0.106,0.073,0.14431Toto-2.0-2.5B,TS-ICL,1.0,1.0,1.0,0.109,0.076,0.14832Toto-2.0-2.5B,FlowState,0.917,0.792,1.0,0.195,0.103,0.29533Toto-2.0-2.5B,TabPFN-TS-3,0.917,0.792,1.0,0.137,0.087,0.18434Toto-2.0-2.5B,Chronos-Bolt,1.0,1.0,1.0,0.218,0.166,0.27335Toto-2.0-2.5B,Seasonal Naive,1.0,1.0,1.0,0.581,0.475,0.68636Toto-2.0-313m,Toto-2.0-1B,0.208,0.042,0.375,-0.014,-0.024,-0.00437Toto-2.0-313m,Toto-2.0-2.5B,0.292,0.125,0.458,-0.009,-0.021,0.00138Toto-2.0-313m,Toto-2.0-313m,0.5,0.5,0.5,0.0,0.0,0.039Toto-2.0-313m,TimesFM-3,0.75,0.583,0.917,0.011,-0.039,0.04940Toto-2.0-313m,Toto-2.0-22m,0.875,0.708,1.0,0.037,0.02,0.05641Toto-2.0-313m,Chronos-2,0.708,0.5,0.875,0.03,0.003,0.05442Toto-2.0-313m,t0-beta,0.833,0.667,0.958,0.04,0.019,0.06343Toto-2.0-313m,Toto-1.0,0.958,0.875,1.0,0.08,0.049,0.10944Toto-2.0-313m,Toto-2.0-4m,0.875,0.708,1.0,0.084,0.052,0.11945Toto-2.0-313m,TiRex-2,0.917,0.792,1.0,0.087,0.055,0.12446Toto-2.0-313m,TiRex,0.917,0.792,1.0,0.105,0.072,0.14247Toto-2.0-313m,TimesFM-2.5,0.958,0.875,1.0,0.098,0.066,0.13548Toto-2.0-313m,TS-ICL,1.0,1.0,1.0,0.101,0.074,0.13349Toto-2.0-313m,FlowState,0.917,0.792,1.0,0.188,0.094,0.2950Toto-2.0-313m,TabPFN-TS-3,0.917,0.792,1.0,0.129,0.076,0.17951Toto-2.0-313m,Chronos-Bolt,1.0,1.0,1.0,0.211,0.16,0.26552Toto-2.0-313m,Seasonal Naive,1.0,1.0,1.0,0.577,0.472,0.68453TimesFM-3,Toto-2.0-1B,0.333,0.125,0.5,-0.025,-0.07,0.02254TimesFM-3,Toto-2.0-2.5B,0.375,0.167,0.583,-0.02,-0.061,0.02255TimesFM-3,Toto-2.0-313m,0.25,0.083,0.417,-0.011,-0.052,0.03856TimesFM-3,TimesFM-3,0.5,0.5,0.5,0.0,0.0,0.057TimesFM-3,Toto-2.0-22m,0.5,0.292,0.708,0.026,-0.018,0.0858TimesFM-3,Chronos-2,0.708,0.5,0.875,0.019,-0.014,0.05359TimesFM-3,t0-beta,0.708,0.5,0.875,0.029,-0.001,0.06660TimesFM-3,Toto-1.0,0.75,0.583,0.917,0.069,0.023,0.12761TimesFM-3,Toto-2.0-4m,0.833,0.667,0.958,0.073,0.03,0.13362TimesFM-3,TiRex-2,0.875,0.75,1.0,0.077,0.024,0.14363TimesFM-3,TiRex,0.875,0.75,1.0,0.095,0.044,0.15964TimesFM-3,TimesFM-2.5,0.958,0.875,1.0,0.088,0.051,0.1365TimesFM-3,TS-ICL,0.958,0.875,1.0,0.091,0.041,0.1666TimesFM-3,FlowState,0.875,0.708,1.0,0.179,0.093,0.28367TimesFM-3,TabPFN-TS-3,0.958,0.875,1.0,0.119,0.083,0.15868TimesFM-3,Chronos-Bolt,0.958,0.875,1.0,0.202,0.138,0.26869TimesFM-3,Seasonal Naive,1.0,1.0,1.0,0.572,0.465,0.67570Toto-2.0-22m,Toto-2.0-1B,0.083,0.0,0.208,-0.052,-0.081,-0.02871Toto-2.0-22m,Toto-2.0-2.5B,0.125,0.0,0.292,-0.047,-0.075,-0.02572Toto-2.0-22m,Toto-2.0-313m,0.125,0.0,0.292,-0.038,-0.059,-0.0273Toto-2.0-22m,TimesFM-3,0.5,0.292,0.708,-0.027,-0.087,0.01874Toto-2.0-22m,Toto-2.0-22m,0.5,0.5,0.5,0.0,0.0,0.075Toto-2.0-22m,Chronos-2,0.583,0.416,0.792,-0.007,-0.04,0.02176Toto-2.0-22m,t0-beta,0.625,0.417,0.833,0.003,-0.029,0.03177Toto-2.0-22m,Toto-1.0,0.833,0.667,0.958,0.044,0.022,0.06678Toto-2.0-22m,Toto-2.0-4m,0.917,0.792,1.0,0.049,0.027,0.07379Toto-2.0-22m,TiRex-2,0.833,0.667,0.958,0.053,0.024,0.08180Toto-2.0-22m,TiRex,0.833,0.667,0.958,0.071,0.043,0.10181Toto-2.0-22m,TimesFM-2.5,0.792,0.625,0.917,0.064,0.025,0.10682Toto-2.0-22m,TS-ICL,0.917,0.792,1.0,0.067,0.041,0.09583Toto-2.0-22m,FlowState,0.833,0.667,0.958,0.157,0.065,0.25684Toto-2.0-22m,TabPFN-TS-3,0.917,0.792,1.0,0.096,0.038,0.14585Toto-2.0-22m,Chronos-Bolt,0.958,0.875,1.0,0.181,0.131,0.2386Toto-2.0-22m,Seasonal Naive,1.0,1.0,1.0,0.561,0.448,0.67187Chronos-2,Toto-2.0-1B,0.25,0.083,0.417,-0.045,-0.073,-0.01888Chronos-2,Toto-2.0-2.5B,0.25,0.083,0.417,-0.04,-0.064,-0.01689Chronos-2,Toto-2.0-313m,0.292,0.125,0.5,-0.031,-0.057,-0.00390Chronos-2,TimesFM-3,0.292,0.125,0.5,-0.019,-0.056,0.01491Chronos-2,Toto-2.0-22m,0.417,0.208,0.584,0.007,-0.022,0.03992Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.093Chronos-2,t0-beta,0.625,0.417,0.792,0.01,-0.011,0.03394Chronos-2,Toto-1.0,0.583,0.375,0.75,0.051,0.013,0.09295Chronos-2,Toto-2.0-4m,0.667,0.458,0.833,0.055,0.017,0.196Chronos-2,TiRex-2,0.667,0.458,0.833,0.059,0.023,0.10297Chronos-2,TiRex,0.875,0.708,1.0,0.078,0.039,0.12698Chronos-2,TimesFM-2.5,0.792,0.625,0.958,0.07,0.031,0.11399Chronos-2,TS-ICL,0.875,0.75,1.0,0.073,0.033,0.122100Chronos-2,FlowState,0.875,0.75,1.0,0.163,0.076,0.256101Chronos-2,TabPFN-TS-3,0.875,0.708,1.0,0.102,0.06,0.144102Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.187,0.137,0.239103Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.564,0.457,0.67104t0-beta,Toto-2.0-1B,0.208,0.042,0.375,-0.056,-0.082,-0.033105t0-beta,Toto-2.0-2.5B,0.208,0.042,0.375,-0.051,-0.078,-0.028106t0-beta,Toto-2.0-313m,0.167,0.042,0.333,-0.041,-0.067,-0.02107t0-beta,TimesFM-3,0.292,0.125,0.5,-0.03,-0.071,0.001108t0-beta,Toto-2.0-22m,0.375,0.167,0.583,-0.003,-0.032,0.028109t0-beta,Chronos-2,0.375,0.208,0.583,-0.01,-0.034,0.011110t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0111t0-beta,Toto-1.0,0.458,0.25,0.625,0.041,0.006,0.079112t0-beta,Toto-2.0-4m,0.583,0.375,0.751,0.046,0.011,0.087113t0-beta,TiRex-2,0.625,0.417,0.793,0.05,0.012,0.092114t0-beta,TiRex,0.75,0.583,0.917,0.068,0.031,0.11115t0-beta,TimesFM-2.5,0.792,0.625,0.917,0.061,0.032,0.09116t0-beta,TS-ICL,0.958,0.875,1.0,0.064,0.034,0.103117t0-beta,FlowState,0.875,0.75,1.0,0.154,0.064,0.257118t0-beta,TabPFN-TS-3,0.833,0.667,0.958,0.093,0.045,0.139119t0-beta,Chronos-Bolt,1.0,1.0,1.0,0.178,0.125,0.232120t0-beta,Seasonal Naive,1.0,1.0,1.0,0.559,0.456,0.664121Toto-1.0,Toto-2.0-1B,0.042,0.0,0.125,-0.101,-0.143,-0.061122Toto-1.0,Toto-2.0-2.5B,0.083,0.0,0.208,-0.096,-0.137,-0.058123Toto-1.0,Toto-2.0-313m,0.042,0.0,0.125,-0.087,-0.122,-0.051124Toto-1.0,TimesFM-3,0.25,0.083,0.417,-0.074,-0.145,-0.024125Toto-1.0,Toto-2.0-22m,0.167,0.042,0.333,-0.046,-0.071,-0.023126Toto-1.0,Chronos-2,0.417,0.25,0.625,-0.054,-0.101,-0.013127Toto-1.0,t0-beta,0.542,0.375,0.75,-0.043,-0.086,-0.006128Toto-1.0,Toto-1.0,0.5,0.5,0.5,0.0,0.0,0.0129Toto-1.0,Toto-2.0-4m,0.583,0.375,0.792,0.004,-0.019,0.024130Toto-1.0,TiRex-2,0.75,0.583,0.917,0.008,-0.028,0.039131Toto-1.0,TiRex,0.771,0.604,0.917,0.028,-0.001,0.052132Toto-1.0,TimesFM-2.5,0.646,0.458,0.833,0.02,-0.022,0.06133Toto-1.0,TS-ICL,0.708,0.542,0.875,0.024,-0.011,0.06134Toto-1.0,FlowState,0.771,0.604,0.917,0.118,0.021,0.219135Toto-1.0,TabPFN-TS-3,0.833,0.667,0.958,0.054,-0.009,0.105136Toto-1.0,Chronos-Bolt,0.896,0.77,1.0,0.143,0.096,0.189137Toto-1.0,Seasonal Naive,1.0,1.0,1.0,0.54,0.422,0.655138Toto-2.0-4m,Toto-2.0-1B,0.042,0.0,0.125,-0.106,-0.159,-0.063139Toto-2.0-4m,Toto-2.0-2.5B,0.125,0.0,0.292,-0.101,-0.152,-0.059140Toto-2.0-4m,Toto-2.0-313m,0.125,0.0,0.292,-0.091,-0.135,-0.055141Toto-2.0-4m,TimesFM-3,0.167,0.042,0.333,-0.079,-0.153,-0.031142Toto-2.0-4m,Toto-2.0-22m,0.083,0.0,0.208,-0.051,-0.078,-0.028143Toto-2.0-4m,Chronos-2,0.333,0.167,0.542,-0.058,-0.111,-0.017144Toto-2.0-4m,t0-beta,0.417,0.249,0.625,-0.048,-0.095,-0.011145Toto-2.0-4m,Toto-1.0,0.417,0.208,0.625,-0.004,-0.025,0.019146Toto-2.0-4m,Toto-2.0-4m,0.5,0.5,0.5,0.0,0.0,0.0147Toto-2.0-4m,TiRex-2,0.708,0.5,0.875,0.004,-0.028,0.027148Toto-2.0-4m,TiRex,0.667,0.458,0.875,0.024,-0.009,0.052149Toto-2.0-4m,TimesFM-2.5,0.667,0.458,0.833,0.016,-0.033,0.06150Toto-2.0-4m,TS-ICL,0.792,0.625,0.958,0.019,-0.018,0.056151Toto-2.0-4m,FlowState,0.75,0.583,0.917,0.114,0.015,0.214152Toto-2.0-4m,TabPFN-TS-3,0.833,0.667,0.958,0.05,-0.012,0.097153Toto-2.0-4m,Chronos-Bolt,0.917,0.792,1.0,0.139,0.091,0.183154Toto-2.0-4m,Seasonal Naive,1.0,1.0,1.0,0.538,0.421,0.652155TiRex-2,Toto-2.0-1B,0.083,0.0,0.208,-0.111,-0.166,-0.067156TiRex-2,Toto-2.0-2.5B,0.125,0.0,0.292,-0.105,-0.161,-0.061157TiRex-2,Toto-2.0-313m,0.083,0.0,0.208,-0.096,-0.142,-0.058158TiRex-2,TimesFM-3,0.125,0.0,0.25,-0.083,-0.167,-0.025159TiRex-2,Toto-2.0-22m,0.167,0.042,0.333,-0.055,-0.089,-0.024160TiRex-2,Chronos-2,0.333,0.167,0.542,-0.063,-0.114,-0.023161TiRex-2,t0-beta,0.375,0.207,0.583,-0.052,-0.102,-0.013162TiRex-2,Toto-1.0,0.25,0.083,0.417,-0.009,-0.04,0.028163TiRex-2,Toto-2.0-4m,0.292,0.125,0.5,-0.004,-0.027,0.028164TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.0165TiRex-2,TiRex,0.708,0.5,0.875,0.02,-0.001,0.038166TiRex-2,TimesFM-2.5,0.667,0.458,0.833,0.012,-0.037,0.053167TiRex-2,TS-ICL,0.708,0.541,0.875,0.015,-0.022,0.047168TiRex-2,FlowState,0.708,0.542,0.875,0.11,0.018,0.203169TiRex-2,TabPFN-TS-3,0.875,0.708,1.0,0.046,-0.024,0.103170TiRex-2,Chronos-Bolt,1.0,1.0,1.0,0.136,0.1,0.17171TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.536,0.421,0.648172TiRex,Toto-2.0-1B,0.042,0.0,0.125,-0.133,-0.186,-0.087173TiRex,Toto-2.0-2.5B,0.083,0.0,0.208,-0.128,-0.185,-0.08174TiRex,Toto-2.0-313m,0.083,0.0,0.208,-0.118,-0.165,-0.078175TiRex,TimesFM-3,0.125,0.0,0.25,-0.105,-0.19,-0.046176TiRex,Toto-2.0-22m,0.167,0.042,0.333,-0.077,-0.113,-0.044177TiRex,Chronos-2,0.125,0.0,0.292,-0.084,-0.144,-0.04178TiRex,t0-beta,0.25,0.083,0.417,-0.073,-0.124,-0.032179TiRex,Toto-1.0,0.229,0.083,0.396,-0.029,-0.055,0.001180TiRex,Toto-2.0-4m,0.333,0.125,0.542,-0.024,-0.055,0.009181TiRex,TiRex-2,0.292,0.125,0.5,-0.02,-0.04,0.001182TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0183TiRex,TimesFM-2.5,0.521,0.333,0.708,-0.008,-0.052,0.03184TiRex,TS-ICL,0.583,0.375,0.792,-0.005,-0.036,0.025185TiRex,FlowState,0.604,0.416,0.792,0.092,-0.007,0.199186TiRex,TabPFN-TS-3,0.75,0.583,0.917,0.026,-0.048,0.091187TiRex,Chronos-Bolt,0.938,0.833,1.0,0.118,0.077,0.158188TiRex,Seasonal Naive,1.0,1.0,1.0,0.527,0.41,0.643189TimesFM-2.5,Toto-2.0-1B,0.0,0.0,0.0,-0.124,-0.174,-0.083190TimesFM-2.5,Toto-2.0-2.5B,0.0,0.0,0.0,-0.118,-0.168,-0.079191TimesFM-2.5,Toto-2.0-313m,0.042,0.0,0.125,-0.109,-0.156,-0.071192TimesFM-2.5,TimesFM-3,0.042,0.0,0.125,-0.096,-0.15,-0.054193TimesFM-2.5,Toto-2.0-22m,0.208,0.083,0.375,-0.068,-0.119,-0.026194TimesFM-2.5,Chronos-2,0.208,0.042,0.375,-0.075,-0.127,-0.032195TimesFM-2.5,t0-beta,0.208,0.083,0.375,-0.065,-0.099,-0.033196TimesFM-2.5,Toto-1.0,0.354,0.167,0.542,-0.021,-0.064,0.022197TimesFM-2.5,Toto-2.0-4m,0.333,0.167,0.542,-0.016,-0.064,0.032198TimesFM-2.5,TiRex-2,0.333,0.167,0.542,-0.012,-0.056,0.036199TimesFM-2.5,TiRex,0.479,0.292,0.667,0.008,-0.031,0.05200TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0201TimesFM-2.5,TS-ICL,0.5,0.292,0.708,0.003,-0.035,0.044202TimesFM-2.5,FlowState,0.771,0.604,0.917,0.1,0.007,0.211203TimesFM-2.5,TabPFN-TS-3,0.708,0.5,0.875,0.034,-0.029,0.092204TimesFM-2.5,Chronos-Bolt,0.854,0.708,0.958,0.125,0.072,0.178205TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.531,0.422,0.639206TS-ICL,Toto-2.0-1B,0.0,0.0,0.0,-0.128,-0.174,-0.091207TS-ICL,Toto-2.0-2.5B,0.0,0.0,0.0,-0.122,-0.174,-0.082208TS-ICL,Toto-2.0-313m,0.0,0.0,0.0,-0.113,-0.154,-0.079209TS-ICL,TimesFM-3,0.042,0.0,0.125,-0.1,-0.19,-0.043210TS-ICL,Toto-2.0-22m,0.083,0.0,0.208,-0.072,-0.105,-0.043211TS-ICL,Chronos-2,0.125,0.0,0.25,-0.079,-0.139,-0.034212TS-ICL,t0-beta,0.042,0.0,0.125,-0.068,-0.115,-0.035213TS-ICL,Toto-1.0,0.292,0.125,0.458,-0.024,-0.064,0.011214TS-ICL,Toto-2.0-4m,0.208,0.042,0.375,-0.02,-0.06,0.018215TS-ICL,TiRex-2,0.292,0.125,0.459,-0.015,-0.05,0.021216TS-ICL,TiRex,0.417,0.208,0.625,0.005,-0.026,0.034217TS-ICL,TimesFM-2.5,0.5,0.292,0.708,-0.003,-0.046,0.034218TS-ICL,TS-ICL,0.5,0.5,0.5,0.0,0.0,0.0219TS-ICL,FlowState,0.625,0.417,0.792,0.097,-0.01,0.212220TS-ICL,TabPFN-TS-3,0.792,0.625,0.917,0.031,-0.053,0.097221TS-ICL,Chronos-Bolt,0.958,0.875,1.0,0.122,0.07,0.174222TS-ICL,Seasonal Naive,1.0,1.0,1.0,0.529,0.411,0.642223FlowState,Toto-2.0-1B,0.083,0.0,0.208,-0.248,-0.431,-0.116224FlowState,Toto-2.0-2.5B,0.083,0.0,0.208,-0.242,-0.419,-0.114225FlowState,Toto-2.0-313m,0.083,0.0,0.208,-0.232,-0.409,-0.103226FlowState,TimesFM-3,0.125,0.0,0.292,-0.218,-0.395,-0.103227FlowState,Toto-2.0-22m,0.167,0.042,0.333,-0.186,-0.343,-0.07228FlowState,Chronos-2,0.125,0.0,0.25,-0.195,-0.344,-0.083229FlowState,t0-beta,0.125,0.0,0.25,-0.183,-0.346,-0.068230FlowState,Toto-1.0,0.229,0.083,0.396,-0.134,-0.281,-0.021231FlowState,Toto-2.0-4m,0.25,0.083,0.417,-0.129,-0.272,-0.016232FlowState,TiRex-2,0.292,0.125,0.458,-0.124,-0.254,-0.019233FlowState,TiRex,0.396,0.208,0.584,-0.102,-0.249,0.007234FlowState,TimesFM-2.5,0.229,0.083,0.396,-0.111,-0.267,-0.007235FlowState,TS-ICL,0.375,0.208,0.583,-0.107,-0.269,0.01236FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0237FlowState,TabPFN-TS-3,0.5,0.292,0.708,-0.073,-0.193,0.014238FlowState,Chronos-Bolt,0.688,0.5,0.854,0.028,-0.069,0.11239FlowState,Seasonal Naive,0.958,0.875,1.0,0.479,0.348,0.605240TabPFN-TS-3,Toto-2.0-1B,0.083,0.0,0.208,-0.164,-0.24,-0.093241TabPFN-TS-3,Toto-2.0-2.5B,0.083,0.0,0.208,-0.158,-0.225,-0.096242TabPFN-TS-3,Toto-2.0-313m,0.083,0.0,0.208,-0.148,-0.217,-0.083243TabPFN-TS-3,TimesFM-3,0.042,0.0,0.125,-0.135,-0.187,-0.09244TabPFN-TS-3,Toto-2.0-22m,0.083,0.0,0.208,-0.106,-0.17,-0.04245TabPFN-TS-3,Chronos-2,0.125,0.0,0.292,-0.114,-0.168,-0.064246TabPFN-TS-3,t0-beta,0.167,0.042,0.333,-0.102,-0.162,-0.047247TabPFN-TS-3,Toto-1.0,0.167,0.042,0.333,-0.057,-0.117,0.009248TabPFN-TS-3,Toto-2.0-4m,0.167,0.042,0.333,-0.052,-0.108,0.011249TabPFN-TS-3,TiRex-2,0.125,0.0,0.292,-0.048,-0.115,0.024250TabPFN-TS-3,TiRex,0.25,0.083,0.417,-0.027,-0.1,0.046251TabPFN-TS-3,TimesFM-2.5,0.292,0.125,0.5,-0.035,-0.101,0.028252TabPFN-TS-3,TS-ICL,0.208,0.083,0.375,-0.032,-0.108,0.051253TabPFN-TS-3,FlowState,0.5,0.292,0.708,0.068,-0.014,0.162254TabPFN-TS-3,TabPFN-TS-3,0.5,0.5,0.5,0.0,0.0,0.0255TabPFN-TS-3,Chronos-Bolt,0.75,0.583,0.917,0.094,0.03,0.162256TabPFN-TS-3,Seasonal Naive,1.0,1.0,1.0,0.514,0.391,0.638257Chronos-Bolt,Toto-2.0-1B,0.0,0.0,0.0,-0.285,-0.386,-0.205258Chronos-Bolt,Toto-2.0-2.5B,0.0,0.0,0.0,-0.279,-0.376,-0.198259Chronos-Bolt,Toto-2.0-313m,0.0,0.0,0.0,-0.268,-0.361,-0.19260Chronos-Bolt,TimesFM-3,0.042,0.0,0.125,-0.253,-0.366,-0.161261Chronos-Bolt,Toto-2.0-22m,0.042,0.0,0.125,-0.221,-0.298,-0.15262Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.23,-0.314,-0.158263Chronos-Bolt,t0-beta,0.0,0.0,0.0,-0.217,-0.303,-0.143264Chronos-Bolt,Toto-1.0,0.104,0.0,0.23,-0.167,-0.233,-0.106265Chronos-Bolt,Toto-2.0-4m,0.083,0.0,0.208,-0.162,-0.223,-0.1266Chronos-Bolt,TiRex-2,0.0,0.0,0.0,-0.157,-0.205,-0.111267Chronos-Bolt,TiRex,0.062,0.0,0.167,-0.134,-0.188,-0.083268Chronos-Bolt,TimesFM-2.5,0.146,0.042,0.292,-0.143,-0.217,-0.078269Chronos-Bolt,TS-ICL,0.042,0.0,0.125,-0.139,-0.21,-0.075270Chronos-Bolt,FlowState,0.312,0.146,0.5,-0.029,-0.124,0.065271Chronos-Bolt,TabPFN-TS-3,0.25,0.083,0.417,-0.104,-0.193,-0.031272Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0273Chronos-Bolt,Seasonal Naive,0.958,0.875,1.0,0.464,0.336,0.589274Seasonal Naive,Toto-2.0-1B,0.0,0.0,0.0,-1.396,-2.196,-0.92275Seasonal Naive,Toto-2.0-2.5B,0.0,0.0,0.0,-1.384,-2.185,-0.906276Seasonal Naive,Toto-2.0-313m,0.0,0.0,0.0,-1.364,-2.166,-0.893277Seasonal Naive,TimesFM-3,0.0,0.0,0.0,-1.337,-2.08,-0.871278Seasonal Naive,Toto-2.0-22m,0.0,0.0,0.0,-1.277,-2.039,-0.811279Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.293,-2.033,-0.842280Seasonal Naive,t0-beta,0.0,0.0,0.0,-1.27,-1.972,-0.839281Seasonal Naive,Toto-1.0,0.0,0.0,0.0,-1.176,-1.896,-0.731282Seasonal Naive,Toto-2.0-4m,0.0,0.0,0.0,-1.166,-1.877,-0.727283Seasonal Naive,TiRex-2,0.0,0.0,0.0,-1.157,-1.844,-0.728284Seasonal Naive,TiRex,0.0,0.0,0.0,-1.115,-1.799,-0.695285Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-1.132,-1.771,-0.729286Seasonal Naive,TS-ICL,0.0,0.0,0.0,-1.124,-1.79,-0.698287Seasonal Naive,FlowState,0.042,0.0,0.125,-0.919,-1.533,-0.535288Seasonal Naive,TabPFN-TS-3,0.0,0.0,0.0,-1.059,-1.762,-0.641289Seasonal Naive,Chronos-Bolt,0.042,0.0,0.125,-0.865,-1.431,-0.507290Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0291