autogluon/fev-bench

1model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper2TimesFM-3,TimesFM-3,0.5,0.5,0.5,0.0,0.0,0.03TimesFM-3,Chronos-2,0.647,0.412,0.882,0.002,-0.053,0.0454TimesFM-3,TimesFM-2.5,0.706,0.471,0.882,0.063,0.006,0.135TimesFM-3,t0-beta,0.765,0.529,0.941,0.028,-0.031,0.0736TimesFM-3,TiRex-2,0.647,0.412,0.882,0.033,-0.021,0.0867TimesFM-3,FlowState,0.706,0.471,0.941,0.076,0.011,0.1448TimesFM-3,TabPFN-TS,0.647,0.412,0.882,0.015,-0.048,0.0789TimesFM-3,TiRex,0.824,0.647,1.0,0.074,0.012,0.13810TimesFM-3,TabPFN-TS-3,0.647,0.412,0.882,0.035,-0.012,0.08311TimesFM-3,citras-fm,0.765,0.529,0.941,0.074,-0.014,0.15312TimesFM-3,Toto-2.0-2.5B,0.765,0.529,0.941,0.122,0.057,0.19313TimesFM-3,TS-ICL,0.706,0.471,0.882,0.066,-0.003,0.12914TimesFM-3,Toto-2.0-1B,0.824,0.647,1.0,0.118,0.066,0.1815TimesFM-3,Toto-2.0-313m,0.824,0.647,1.0,0.112,0.063,0.17116TimesFM-3,Chronos-Bolt,0.706,0.471,0.882,0.086,0.028,0.14617TimesFM-3,Seasonal Naive,1.0,1.0,1.0,0.432,0.326,0.52118Chronos-2,TimesFM-3,0.353,0.118,0.588,-0.002,-0.047,0.0519Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.020Chronos-2,TimesFM-2.5,0.706,0.471,0.882,0.061,-0.011,0.13521Chronos-2,t0-beta,0.588,0.353,0.824,0.026,-0.01,0.0622Chronos-2,TiRex-2,0.471,0.235,0.706,0.03,-0.018,0.08523Chronos-2,FlowState,0.706,0.471,0.882,0.074,0.006,0.13824Chronos-2,TabPFN-TS,0.706,0.471,0.941,0.013,-0.036,0.06225Chronos-2,TiRex,0.824,0.588,1.0,0.072,0.024,0.12826Chronos-2,TabPFN-TS-3,0.765,0.588,0.941,0.033,-0.01,0.07627Chronos-2,citras-fm,0.706,0.471,0.882,0.072,0.017,0.13328Chronos-2,Toto-2.0-2.5B,0.824,0.647,1.0,0.12,0.057,0.18829Chronos-2,TS-ICL,0.765,0.588,0.941,0.064,0.02,0.11330Chronos-2,Toto-2.0-1B,0.824,0.647,1.0,0.116,0.056,0.1831Chronos-2,Toto-2.0-313m,0.824,0.647,1.0,0.11,0.051,0.17732Chronos-2,Chronos-Bolt,0.824,0.588,1.0,0.084,0.024,0.14133Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.431,0.319,0.52734TimesFM-2.5,TimesFM-3,0.294,0.118,0.529,-0.067,-0.15,-0.00635TimesFM-2.5,Chronos-2,0.294,0.118,0.529,-0.065,-0.157,0.01136TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.037TimesFM-2.5,t0-beta,0.529,0.294,0.765,-0.037,-0.108,0.02838TimesFM-2.5,TiRex-2,0.529,0.294,0.765,-0.032,-0.122,0.04339TimesFM-2.5,FlowState,0.529,0.294,0.765,0.014,-0.019,0.04940TimesFM-2.5,TabPFN-TS,0.588,0.353,0.824,-0.051,-0.168,0.03941TimesFM-2.5,TiRex,0.706,0.471,0.882,0.012,-0.027,0.04642TimesFM-2.5,TabPFN-TS-3,0.706,0.471,0.882,-0.03,-0.136,0.04643TimesFM-2.5,citras-fm,0.647,0.412,0.882,0.012,-0.072,0.08844TimesFM-2.5,Toto-2.0-2.5B,0.765,0.587,0.941,0.063,0.004,0.1345TimesFM-2.5,TS-ICL,0.647,0.412,0.882,0.004,-0.105,0.09646TimesFM-2.5,Toto-2.0-1B,0.765,0.588,0.941,0.059,0.017,0.10947TimesFM-2.5,Toto-2.0-313m,0.824,0.647,1.0,0.052,0.019,0.0948TimesFM-2.5,Chronos-Bolt,0.706,0.5,0.912,0.024,-0.016,0.06249TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.394,0.295,0.48750t0-beta,TimesFM-3,0.235,0.059,0.471,-0.029,-0.079,0.0351t0-beta,Chronos-2,0.412,0.176,0.647,-0.027,-0.064,0.00952t0-beta,TimesFM-2.5,0.471,0.235,0.706,0.036,-0.029,0.09753t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.054t0-beta,TiRex-2,0.412,0.176,0.647,0.005,-0.041,0.06155t0-beta,FlowState,0.471,0.235,0.706,0.049,-0.021,0.11356t0-beta,TabPFN-TS,0.529,0.294,0.765,-0.014,-0.072,0.03657t0-beta,TiRex,0.706,0.471,0.941,0.047,0.004,0.0958t0-beta,TabPFN-TS-3,0.706,0.471,0.941,0.007,-0.056,0.06159t0-beta,citras-fm,0.588,0.353,0.824,0.047,-0.004,0.09860t0-beta,Toto-2.0-2.5B,0.529,0.294,0.765,0.096,0.03,0.16561t0-beta,TS-ICL,0.706,0.471,0.882,0.039,-0.014,0.08962t0-beta,Toto-2.0-1B,0.647,0.412,0.882,0.092,0.03,0.15663t0-beta,Toto-2.0-313m,0.706,0.471,0.882,0.086,0.026,0.14564t0-beta,Chronos-Bolt,0.824,0.588,1.0,0.059,0.018,0.10365t0-beta,Seasonal Naive,1.0,1.0,1.0,0.416,0.312,0.50466TiRex-2,TimesFM-3,0.353,0.118,0.588,-0.034,-0.094,0.02167TiRex-2,Chronos-2,0.529,0.294,0.765,-0.031,-0.093,0.01768TiRex-2,TimesFM-2.5,0.471,0.235,0.706,0.031,-0.044,0.10969TiRex-2,t0-beta,0.588,0.353,0.824,-0.005,-0.066,0.03970TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.071TiRex-2,FlowState,0.529,0.294,0.765,0.045,-0.037,0.1272TiRex-2,TabPFN-TS,0.529,0.294,0.765,-0.018,-0.086,0.0473TiRex-2,TiRex,0.647,0.412,0.882,0.043,-0.015,0.10974TiRex-2,TabPFN-TS-3,0.647,0.412,0.882,0.002,-0.063,0.05275TiRex-2,citras-fm,0.647,0.412,0.882,0.043,-0.057,0.12276TiRex-2,Toto-2.0-2.5B,0.412,0.176,0.647,0.092,0.019,0.16477TiRex-2,TS-ICL,0.647,0.412,0.824,0.035,-0.001,0.07278TiRex-2,Toto-2.0-1B,0.588,0.353,0.824,0.088,0.022,0.15279TiRex-2,Toto-2.0-313m,0.529,0.294,0.765,0.082,0.013,0.1580TiRex-2,Chronos-Bolt,0.765,0.529,0.941,0.055,-0.024,0.12681TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.413,0.298,0.50882FlowState,TimesFM-3,0.294,0.059,0.529,-0.083,-0.169,-0.01283FlowState,Chronos-2,0.294,0.118,0.529,-0.08,-0.16,-0.00684FlowState,TimesFM-2.5,0.471,0.235,0.706,-0.015,-0.052,0.01985FlowState,t0-beta,0.529,0.294,0.765,-0.052,-0.127,0.02186FlowState,TiRex-2,0.471,0.235,0.706,-0.047,-0.136,0.03587FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.088FlowState,TabPFN-TS,0.588,0.353,0.824,-0.066,-0.179,0.03289FlowState,TiRex,0.471,0.235,0.706,-0.002,-0.043,0.03490FlowState,TabPFN-TS-3,0.471,0.235,0.706,-0.045,-0.146,0.0491FlowState,citras-fm,0.471,0.235,0.706,-0.003,-0.091,0.07492FlowState,Toto-2.0-2.5B,0.706,0.471,0.882,0.049,-0.024,0.11993FlowState,TS-ICL,0.647,0.412,0.882,-0.011,-0.119,0.08894FlowState,Toto-2.0-1B,0.824,0.647,1.0,0.045,-0.02,0.195FlowState,Toto-2.0-313m,0.765,0.529,0.941,0.039,-0.018,0.08496FlowState,Chronos-Bolt,0.529,0.294,0.765,0.01,-0.044,0.06297FlowState,Seasonal Naive,1.0,1.0,1.0,0.385,0.279,0.47998TabPFN-TS,TimesFM-3,0.353,0.118,0.588,-0.015,-0.084,0.04699TabPFN-TS,Chronos-2,0.294,0.059,0.529,-0.013,-0.066,0.034100TabPFN-TS,TimesFM-2.5,0.412,0.176,0.647,0.049,-0.04,0.144101TabPFN-TS,t0-beta,0.471,0.235,0.706,0.014,-0.037,0.067102TabPFN-TS,TiRex-2,0.471,0.235,0.706,0.018,-0.041,0.079103TabPFN-TS,FlowState,0.412,0.176,0.647,0.062,-0.033,0.152104TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0105TabPFN-TS,TiRex,0.588,0.353,0.824,0.06,-0.016,0.143106TabPFN-TS,TabPFN-TS-3,0.588,0.353,0.824,0.02,-0.014,0.053107TabPFN-TS,citras-fm,0.471,0.235,0.706,0.06,-0.014,0.142108TabPFN-TS,Toto-2.0-2.5B,0.529,0.294,0.765,0.109,0.008,0.211109TabPFN-TS,TS-ICL,0.588,0.353,0.824,0.052,-0.009,0.112110TabPFN-TS,Toto-2.0-1B,0.529,0.294,0.765,0.104,0.01,0.199111TabPFN-TS,Toto-2.0-313m,0.588,0.353,0.824,0.099,0.003,0.19112TabPFN-TS,Chronos-Bolt,0.706,0.471,0.941,0.072,-0.002,0.152113TabPFN-TS,Seasonal Naive,0.941,0.824,1.0,0.424,0.304,0.525114TiRex,TimesFM-3,0.176,0.0,0.353,-0.08,-0.16,-0.012115TiRex,Chronos-2,0.176,0.0,0.412,-0.078,-0.147,-0.025116TiRex,TimesFM-2.5,0.294,0.118,0.529,-0.012,-0.048,0.026117TiRex,t0-beta,0.294,0.059,0.529,-0.05,-0.098,-0.004118TiRex,TiRex-2,0.353,0.118,0.588,-0.045,-0.122,0.015119TiRex,FlowState,0.529,0.294,0.765,0.002,-0.035,0.042120TiRex,TabPFN-TS,0.412,0.176,0.647,-0.064,-0.167,0.016121TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0122TiRex,TabPFN-TS-3,0.529,0.294,0.765,-0.042,-0.14,0.025123TiRex,citras-fm,0.588,0.353,0.824,-0.0,-0.063,0.056124TiRex,Toto-2.0-2.5B,0.529,0.294,0.765,0.052,-0.003,0.102125TiRex,TS-ICL,0.588,0.353,0.824,-0.008,-0.094,0.059126TiRex,Toto-2.0-1B,0.647,0.412,0.882,0.047,0.002,0.09127TiRex,Toto-2.0-313m,0.765,0.588,0.941,0.041,0.0,0.082128TiRex,Chronos-Bolt,0.824,0.588,1.0,0.012,-0.027,0.045129TiRex,Seasonal Naive,1.0,1.0,1.0,0.387,0.279,0.482130TabPFN-TS-3,TimesFM-3,0.353,0.118,0.588,-0.036,-0.091,0.012131TabPFN-TS-3,Chronos-2,0.235,0.059,0.412,-0.034,-0.083,0.009132TabPFN-TS-3,TimesFM-2.5,0.294,0.118,0.529,0.029,-0.049,0.12133TabPFN-TS-3,t0-beta,0.294,0.059,0.529,-0.007,-0.066,0.053134TabPFN-TS-3,TiRex-2,0.353,0.118,0.588,-0.002,-0.055,0.059135TabPFN-TS-3,FlowState,0.529,0.294,0.765,0.043,-0.041,0.127136TabPFN-TS-3,TabPFN-TS,0.412,0.176,0.647,-0.021,-0.056,0.014137TabPFN-TS-3,TiRex,0.471,0.235,0.706,0.041,-0.026,0.123138TabPFN-TS-3,TabPFN-TS-3,0.5,0.5,0.5,0.0,0.0,0.0139TabPFN-TS-3,citras-fm,0.529,0.294,0.765,0.04,-0.039,0.121140TabPFN-TS-3,Toto-2.0-2.5B,0.529,0.294,0.765,0.09,0.002,0.189141TabPFN-TS-3,TS-ICL,0.647,0.412,0.882,0.033,-0.032,0.091142TabPFN-TS-3,Toto-2.0-1B,0.529,0.294,0.765,0.086,0.006,0.172143TabPFN-TS-3,Toto-2.0-313m,0.588,0.353,0.824,0.08,0.001,0.163144TabPFN-TS-3,Chronos-Bolt,0.706,0.471,0.882,0.053,-0.016,0.135145TabPFN-TS-3,Seasonal Naive,1.0,1.0,1.0,0.412,0.294,0.513146citras-fm,TimesFM-3,0.235,0.059,0.471,-0.08,-0.18,0.014147citras-fm,Chronos-2,0.294,0.118,0.529,-0.077,-0.154,-0.017148citras-fm,TimesFM-2.5,0.353,0.118,0.588,-0.012,-0.096,0.067149citras-fm,t0-beta,0.412,0.176,0.647,-0.049,-0.109,0.004150citras-fm,TiRex-2,0.353,0.118,0.588,-0.044,-0.139,0.054151citras-fm,FlowState,0.529,0.294,0.765,0.003,-0.08,0.083152citras-fm,TabPFN-TS,0.529,0.294,0.765,-0.064,-0.165,0.014153citras-fm,TiRex,0.412,0.176,0.647,0.0,-0.06,0.059154citras-fm,TabPFN-TS-3,0.471,0.235,0.706,-0.042,-0.137,0.037155citras-fm,citras-fm,0.5,0.5,0.5,0.0,0.0,0.0156citras-fm,Toto-2.0-2.5B,0.529,0.294,0.765,0.052,-0.018,0.119157citras-fm,TS-ICL,0.529,0.294,0.765,-0.008,-0.104,0.08158citras-fm,Toto-2.0-1B,0.529,0.294,0.765,0.047,-0.021,0.123159citras-fm,Toto-2.0-313m,0.588,0.353,0.824,0.041,-0.025,0.115160citras-fm,Chronos-Bolt,0.706,0.471,0.882,0.013,-0.05,0.06161citras-fm,Seasonal Naive,0.941,0.824,1.0,0.387,0.27,0.491162Toto-2.0-2.5B,TimesFM-3,0.235,0.059,0.471,-0.139,-0.239,-0.06163Toto-2.0-2.5B,Chronos-2,0.176,0.0,0.353,-0.136,-0.231,-0.061164Toto-2.0-2.5B,TimesFM-2.5,0.235,0.059,0.413,-0.067,-0.15,-0.004165Toto-2.0-2.5B,t0-beta,0.471,0.235,0.706,-0.107,-0.198,-0.031166Toto-2.0-2.5B,TiRex-2,0.588,0.353,0.824,-0.102,-0.196,-0.019167Toto-2.0-2.5B,FlowState,0.294,0.118,0.529,-0.052,-0.135,0.023168Toto-2.0-2.5B,TabPFN-TS,0.471,0.235,0.706,-0.122,-0.267,-0.008169Toto-2.0-2.5B,TiRex,0.471,0.235,0.706,-0.054,-0.114,0.003170Toto-2.0-2.5B,TabPFN-TS-3,0.471,0.235,0.706,-0.099,-0.233,-0.002171Toto-2.0-2.5B,citras-fm,0.471,0.235,0.706,-0.055,-0.135,0.018172Toto-2.0-2.5B,Toto-2.0-2.5B,0.5,0.5,0.5,0.0,0.0,0.0173Toto-2.0-2.5B,TS-ICL,0.471,0.235,0.706,-0.063,-0.168,0.017174Toto-2.0-2.5B,Toto-2.0-1B,0.529,0.294,0.765,-0.005,-0.035,0.026175Toto-2.0-2.5B,Toto-2.0-313m,0.647,0.412,0.882,-0.011,-0.053,0.029176Toto-2.0-2.5B,Chronos-Bolt,0.647,0.412,0.882,-0.041,-0.116,0.019177Toto-2.0-2.5B,Seasonal Naive,0.941,0.824,1.0,0.353,0.23,0.462178TS-ICL,TimesFM-3,0.294,0.118,0.529,-0.071,-0.147,0.003179TS-ICL,Chronos-2,0.235,0.059,0.412,-0.069,-0.127,-0.02180TS-ICL,TimesFM-2.5,0.353,0.118,0.588,-0.004,-0.106,0.095181TS-ICL,t0-beta,0.294,0.118,0.529,-0.041,-0.098,0.014182TS-ICL,TiRex-2,0.353,0.176,0.588,-0.036,-0.078,0.001183TS-ICL,FlowState,0.353,0.118,0.588,0.011,-0.097,0.106184TS-ICL,TabPFN-TS,0.412,0.176,0.647,-0.055,-0.126,0.009185TS-ICL,TiRex,0.412,0.176,0.647,0.008,-0.062,0.086186TS-ICL,TabPFN-TS-3,0.353,0.118,0.588,-0.034,-0.101,0.031187TS-ICL,citras-fm,0.471,0.235,0.706,0.008,-0.087,0.094188TS-ICL,Toto-2.0-2.5B,0.529,0.294,0.765,0.059,-0.017,0.144189TS-ICL,TS-ICL,0.5,0.5,0.5,0.0,0.0,0.0190TS-ICL,Toto-2.0-1B,0.471,0.235,0.706,0.055,-0.024,0.138191TS-ICL,Toto-2.0-313m,0.471,0.235,0.706,0.049,-0.034,0.139192TS-ICL,Chronos-Bolt,0.529,0.294,0.765,0.021,-0.062,0.107193TS-ICL,Seasonal Naive,1.0,1.0,1.0,0.392,0.272,0.494194Toto-2.0-1B,TimesFM-3,0.176,0.0,0.353,-0.133,-0.22,-0.071195Toto-2.0-1B,Chronos-2,0.176,0.0,0.353,-0.131,-0.22,-0.06196Toto-2.0-1B,TimesFM-2.5,0.235,0.059,0.412,-0.062,-0.123,-0.017197Toto-2.0-1B,t0-beta,0.353,0.118,0.588,-0.101,-0.185,-0.031198Toto-2.0-1B,TiRex-2,0.412,0.176,0.647,-0.096,-0.179,-0.023199Toto-2.0-1B,FlowState,0.176,0.0,0.353,-0.047,-0.111,0.02200Toto-2.0-1B,TabPFN-TS,0.471,0.235,0.706,-0.117,-0.248,-0.01201Toto-2.0-1B,TiRex,0.353,0.118,0.588,-0.049,-0.099,-0.002202Toto-2.0-1B,TabPFN-TS-3,0.471,0.235,0.706,-0.094,-0.208,-0.006203Toto-2.0-1B,citras-fm,0.471,0.235,0.706,-0.05,-0.141,0.021204Toto-2.0-1B,Toto-2.0-2.5B,0.471,0.235,0.706,0.005,-0.027,0.034205Toto-2.0-1B,TS-ICL,0.529,0.294,0.765,-0.058,-0.161,0.024206Toto-2.0-1B,Toto-2.0-1B,0.5,0.5,0.5,0.0,0.0,0.0207Toto-2.0-1B,Toto-2.0-313m,0.588,0.353,0.824,-0.006,-0.023,0.007208Toto-2.0-1B,Chronos-Bolt,0.647,0.412,0.882,-0.036,-0.097,0.015209Toto-2.0-1B,Seasonal Naive,0.941,0.824,1.0,0.356,0.239,0.459210Toto-2.0-313m,TimesFM-3,0.176,0.0,0.353,-0.126,-0.206,-0.067211Toto-2.0-313m,Chronos-2,0.176,0.0,0.353,-0.124,-0.215,-0.054212Toto-2.0-313m,TimesFM-2.5,0.176,0.0,0.353,-0.055,-0.099,-0.019213Toto-2.0-313m,t0-beta,0.294,0.118,0.529,-0.094,-0.17,-0.027214Toto-2.0-313m,TiRex-2,0.471,0.235,0.706,-0.089,-0.176,-0.013215Toto-2.0-313m,FlowState,0.235,0.059,0.471,-0.04,-0.092,0.017216Toto-2.0-313m,TabPFN-TS,0.412,0.176,0.647,-0.109,-0.234,-0.003217Toto-2.0-313m,TiRex,0.235,0.059,0.412,-0.043,-0.089,-0.0218Toto-2.0-313m,TabPFN-TS-3,0.412,0.176,0.647,-0.087,-0.195,-0.001219Toto-2.0-313m,citras-fm,0.412,0.176,0.647,-0.043,-0.13,0.025220Toto-2.0-313m,Toto-2.0-2.5B,0.353,0.118,0.588,0.011,-0.03,0.051221Toto-2.0-313m,TS-ICL,0.529,0.294,0.765,-0.051,-0.161,0.033222Toto-2.0-313m,Toto-2.0-1B,0.412,0.176,0.647,0.006,-0.007,0.023223Toto-2.0-313m,Toto-2.0-313m,0.5,0.5,0.5,0.0,0.0,0.0224Toto-2.0-313m,Chronos-Bolt,0.647,0.412,0.882,-0.03,-0.079,0.015225Toto-2.0-313m,Seasonal Naive,1.0,1.0,1.0,0.361,0.252,0.459226Chronos-Bolt,TimesFM-3,0.294,0.118,0.529,-0.094,-0.171,-0.029227Chronos-Bolt,Chronos-2,0.176,0.0,0.412,-0.091,-0.164,-0.025228Chronos-Bolt,TimesFM-2.5,0.294,0.088,0.5,-0.025,-0.066,0.016229Chronos-Bolt,t0-beta,0.176,0.0,0.412,-0.063,-0.114,-0.019230Chronos-Bolt,TiRex-2,0.235,0.059,0.471,-0.058,-0.144,0.023231Chronos-Bolt,FlowState,0.471,0.235,0.706,-0.01,-0.066,0.042232Chronos-Bolt,TabPFN-TS,0.294,0.059,0.529,-0.077,-0.179,0.002233Chronos-Bolt,TiRex,0.176,0.0,0.412,-0.013,-0.047,0.026234Chronos-Bolt,TabPFN-TS-3,0.294,0.118,0.529,-0.055,-0.156,0.016235Chronos-Bolt,citras-fm,0.294,0.118,0.529,-0.013,-0.064,0.048236Chronos-Bolt,Toto-2.0-2.5B,0.353,0.118,0.588,0.04,-0.02,0.104237Chronos-Bolt,TS-ICL,0.471,0.235,0.706,-0.021,-0.119,0.058238Chronos-Bolt,Toto-2.0-1B,0.353,0.118,0.588,0.035,-0.015,0.088239Chronos-Bolt,Toto-2.0-313m,0.353,0.118,0.588,0.029,-0.016,0.073240Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0241Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.379,0.275,0.468242Seasonal Naive,TimesFM-3,0.0,0.0,0.0,-0.761,-1.086,-0.485243Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.757,-1.115,-0.468244Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.65,-0.948,-0.418245Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.711,-1.015,-0.453246Seasonal Naive,TiRex-2,0.0,0.0,0.0,-0.704,-1.033,-0.425247Seasonal Naive,FlowState,0.0,0.0,0.0,-0.627,-0.92,-0.387248Seasonal Naive,TabPFN-TS,0.059,0.0,0.176,-0.735,-1.104,-0.437249Seasonal Naive,TiRex,0.0,0.0,0.0,-0.63,-0.931,-0.386250Seasonal Naive,TabPFN-TS-3,0.0,0.0,0.0,-0.7,-1.054,-0.417251Seasonal Naive,citras-fm,0.059,0.0,0.176,-0.631,-0.966,-0.37252Seasonal Naive,Toto-2.0-2.5B,0.059,0.0,0.176,-0.546,-0.857,-0.299253Seasonal Naive,TS-ICL,0.0,0.0,0.0,-0.644,-0.977,-0.373254Seasonal Naive,Toto-2.0-1B,0.059,0.0,0.176,-0.554,-0.848,-0.313255Seasonal Naive,Toto-2.0-313m,0.0,0.0,0.0,-0.564,-0.847,-0.337256Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-0.61,-0.881,-0.379257Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0258