model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0 Chronos-2,TimesFM-2.5,0.571,0.286,0.857,0.024,-0.013,0.065 Chronos-2,TiRex,1.0,1.0,1.0,0.034,0.012,0.07 Chronos-2,FlowState,0.714,0.429,1.0,0.05,0.013,0.09 Chronos-2,TFT,1.0,1.0,1.0,0.135,0.036,0.278 Chronos-2,Toto-1.0,1.0,1.0,1.0,0.082,0.044,0.137 Chronos-2,Moirai-2.0,1.0,1.0,1.0,0.108,0.053,0.172 Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.108,0.053,0.172 Chronos-2,TabPFN-TS,1.0,1.0,1.0,0.118,0.065,0.171 Chronos-2,DeepAR,1.0,1.0,1.0,0.141,0.056,0.225 Chronos-2,PatchTST,1.0,1.0,1.0,0.219,0.069,0.379 Chronos-2,Sundial-Base,1.0,1.0,1.0,0.158,0.126,0.193 Chronos-2,AutoARIMA,1.0,1.0,1.0,0.36,0.246,0.436 Chronos-2,CatBoost,1.0,1.0,1.0,0.316,0.26,0.368 Chronos-2,LightGBM,1.0,1.0,1.0,0.313,0.261,0.362 Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.44,0.347,0.521 TimesFM-2.5,Chronos-2,0.429,0.143,0.714,-0.024,-0.069,0.013 TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0 TimesFM-2.5,TiRex,0.571,0.143,0.857,0.011,-0.028,0.042 TimesFM-2.5,FlowState,1.0,1.0,1.0,0.027,0.016,0.038 TimesFM-2.5,TFT,0.857,0.571,1.0,0.114,0.011,0.253 TimesFM-2.5,Toto-1.0,0.857,0.571,1.0,0.06,0.005,0.11 TimesFM-2.5,Moirai-2.0,1.0,1.0,1.0,0.086,0.044,0.139 TimesFM-2.5,Chronos-Bolt,1.0,1.0,1.0,0.086,0.044,0.139 TimesFM-2.5,TabPFN-TS,1.0,1.0,1.0,0.097,0.05,0.142 TimesFM-2.5,DeepAR,0.857,0.571,1.0,0.121,0.027,0.196 TimesFM-2.5,PatchTST,1.0,1.0,1.0,0.2,0.057,0.354 TimesFM-2.5,Sundial-Base,1.0,1.0,1.0,0.137,0.109,0.169 TimesFM-2.5,AutoARIMA,1.0,1.0,1.0,0.344,0.235,0.424 TimesFM-2.5,CatBoost,1.0,1.0,1.0,0.3,0.252,0.344 TimesFM-2.5,LightGBM,1.0,1.0,1.0,0.296,0.251,0.335 TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.427,0.314,0.522 TiRex,Chronos-2,0.0,0.0,0.0,-0.035,-0.076,-0.012 TiRex,TimesFM-2.5,0.429,0.143,0.857,-0.011,-0.044,0.027 TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0 TiRex,FlowState,0.429,0.143,0.857,0.016,-0.011,0.051 TiRex,TFT,0.857,0.571,1.0,0.105,0.005,0.253 TiRex,Toto-1.0,1.0,1.0,1.0,0.049,0.029,0.073 TiRex,Moirai-2.0,1.0,1.0,1.0,0.076,0.024,0.15 TiRex,Chronos-Bolt,1.0,1.0,1.0,0.076,0.024,0.15 TiRex,TabPFN-TS,0.857,0.571,1.0,0.087,0.029,0.145 TiRex,DeepAR,0.857,0.571,1.0,0.111,0.039,0.178 TiRex,PatchTST,1.0,1.0,1.0,0.191,0.056,0.356 TiRex,Sundial-Base,1.0,1.0,1.0,0.128,0.09,0.167 TiRex,AutoARIMA,1.0,1.0,1.0,0.337,0.221,0.422 TiRex,CatBoost,1.0,1.0,1.0,0.292,0.229,0.35 TiRex,LightGBM,1.0,1.0,1.0,0.288,0.222,0.346 TiRex,Seasonal Naive,1.0,1.0,1.0,0.421,0.325,0.506 FlowState,Chronos-2,0.286,0.0,0.571,-0.052,-0.099,-0.013 FlowState,TimesFM-2.5,0.0,0.0,0.0,-0.027,-0.039,-0.016 FlowState,TiRex,0.571,0.143,0.857,-0.016,-0.053,0.01 FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0 FlowState,TFT,0.714,0.429,1.0,0.09,-0.02,0.235 FlowState,Toto-1.0,0.571,0.143,0.857,0.034,-0.017,0.078 FlowState,Moirai-2.0,1.0,1.0,1.0,0.061,0.021,0.114 FlowState,Chronos-Bolt,1.0,1.0,1.0,0.061,0.021,0.114 FlowState,TabPFN-TS,1.0,1.0,1.0,0.072,0.027,0.116 FlowState,DeepAR,0.857,0.571,1.0,0.097,0.005,0.175 FlowState,PatchTST,0.857,0.571,1.0,0.178,0.029,0.338 FlowState,Sundial-Base,1.0,1.0,1.0,0.114,0.084,0.143 FlowState,AutoARIMA,1.0,1.0,1.0,0.326,0.221,0.402 FlowState,CatBoost,1.0,1.0,1.0,0.281,0.224,0.33 FlowState,LightGBM,1.0,1.0,1.0,0.277,0.222,0.323 FlowState,Seasonal Naive,1.0,1.0,1.0,0.411,0.301,0.504 TFT,Chronos-2,0.0,0.0,0.0,-0.156,-0.385,-0.038 TFT,TimesFM-2.5,0.143,0.0,0.429,-0.129,-0.339,-0.011 TFT,TiRex,0.143,0.0,0.429,-0.117,-0.339,-0.005 TFT,FlowState,0.286,0.0,0.571,-0.099,-0.307,0.019 TFT,TFT,0.5,0.5,0.5,0.0,0.0,0.0 TFT,Toto-1.0,0.571,0.282,0.857,-0.062,-0.283,0.066 TFT,Moirai-2.0,0.714,0.429,1.0,-0.032,-0.249,0.122 TFT,Chronos-Bolt,0.714,0.429,1.0,-0.032,-0.249,0.122 TFT,TabPFN-TS,0.714,0.429,1.0,-0.02,-0.156,0.074 TFT,DeepAR,0.571,0.143,0.857,0.007,-0.157,0.129 TFT,PatchTST,0.857,0.571,1.0,0.097,0.031,0.172 TFT,Sundial-Base,0.857,0.571,1.0,0.026,-0.128,0.123 TFT,AutoARIMA,0.714,0.429,1.0,0.26,0.086,0.398 TFT,CatBoost,0.857,0.571,1.0,0.209,0.104,0.29 TFT,LightGBM,0.857,0.571,1.0,0.205,0.093,0.288 TFT,Seasonal Naive,1.0,1.0,1.0,0.353,0.219,0.471 Toto-1.0,Chronos-2,0.0,0.0,0.0,-0.089,-0.159,-0.046 Toto-1.0,TimesFM-2.5,0.143,0.0,0.429,-0.063,-0.123,-0.005 Toto-1.0,TiRex,0.0,0.0,0.0,-0.052,-0.079,-0.03 Toto-1.0,FlowState,0.429,0.143,0.857,-0.035,-0.085,0.017 Toto-1.0,TFT,0.429,0.143,0.718,0.058,-0.071,0.221 Toto-1.0,Toto-1.0,0.5,0.5,0.5,0.0,0.0,0.0 Toto-1.0,Moirai-2.0,0.571,0.143,0.861,0.028,-0.04,0.11 Toto-1.0,Chronos-Bolt,0.571,0.143,0.861,0.028,-0.04,0.11 Toto-1.0,TabPFN-TS,0.571,0.143,0.857,0.039,-0.039,0.113 Toto-1.0,DeepAR,0.714,0.429,1.0,0.065,0.002,0.121 Toto-1.0,PatchTST,0.714,0.429,1.0,0.149,0.013,0.325 Toto-1.0,Sundial-Base,0.857,0.571,1.0,0.083,0.022,0.137 Toto-1.0,AutoARIMA,0.857,0.571,1.0,0.303,0.17,0.399 Toto-1.0,CatBoost,1.0,1.0,1.0,0.255,0.171,0.326 Toto-1.0,LightGBM,1.0,1.0,1.0,0.251,0.161,0.323 Toto-1.0,Seasonal Naive,1.0,1.0,1.0,0.39,0.294,0.473 Moirai-2.0,Chronos-2,0.0,0.0,0.0,-0.12,-0.208,-0.056 Moirai-2.0,TimesFM-2.5,0.0,0.0,0.0,-0.094,-0.161,-0.046 Moirai-2.0,TiRex,0.0,0.0,0.0,-0.082,-0.176,-0.025 Moirai-2.0,FlowState,0.0,0.0,0.0,-0.065,-0.129,-0.022 Moirai-2.0,TFT,0.286,0.0,0.571,0.031,-0.138,0.199 Moirai-2.0,Toto-1.0,0.429,0.139,0.857,-0.029,-0.124,0.038 Moirai-2.0,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0 Moirai-2.0,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0 Moirai-2.0,TabPFN-TS,0.571,0.143,0.857,0.012,-0.077,0.088 Moirai-2.0,DeepAR,0.571,0.143,0.857,0.038,-0.102,0.142 Moirai-2.0,PatchTST,0.429,0.0,0.857,0.125,-0.07,0.309 Moirai-2.0,Sundial-Base,0.857,0.571,1.0,0.056,-0.0,0.102 Moirai-2.0,AutoARIMA,1.0,1.0,1.0,0.283,0.173,0.358 Moirai-2.0,CatBoost,1.0,1.0,1.0,0.234,0.171,0.299 Moirai-2.0,LightGBM,1.0,1.0,1.0,0.23,0.167,0.29 Moirai-2.0,Seasonal Naive,1.0,1.0,1.0,0.373,0.248,0.474 Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.12,-0.208,-0.056 Chronos-Bolt,TimesFM-2.5,0.0,0.0,0.0,-0.094,-0.161,-0.046 Chronos-Bolt,TiRex,0.0,0.0,0.0,-0.082,-0.176,-0.025 Chronos-Bolt,FlowState,0.0,0.0,0.0,-0.065,-0.129,-0.022 Chronos-Bolt,TFT,0.286,0.0,0.571,0.031,-0.138,0.199 Chronos-Bolt,Toto-1.0,0.429,0.139,0.857,-0.029,-0.124,0.038 Chronos-Bolt,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0 Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0 Chronos-Bolt,TabPFN-TS,0.571,0.143,0.857,0.012,-0.077,0.088 Chronos-Bolt,DeepAR,0.571,0.143,0.857,0.038,-0.102,0.142 Chronos-Bolt,PatchTST,0.429,0.0,0.857,0.125,-0.07,0.309 Chronos-Bolt,Sundial-Base,0.857,0.571,1.0,0.056,-0.0,0.102 Chronos-Bolt,AutoARIMA,1.0,1.0,1.0,0.283,0.173,0.358 Chronos-Bolt,CatBoost,1.0,1.0,1.0,0.234,0.171,0.299 Chronos-Bolt,LightGBM,1.0,1.0,1.0,0.23,0.167,0.29 Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.373,0.248,0.474 TabPFN-TS,Chronos-2,0.0,0.0,0.0,-0.134,-0.206,-0.07 TabPFN-TS,TimesFM-2.5,0.0,0.0,0.0,-0.107,-0.165,-0.052 TabPFN-TS,TiRex,0.143,0.0,0.429,-0.095,-0.17,-0.03 TabPFN-TS,FlowState,0.0,0.0,0.0,-0.078,-0.131,-0.028 TabPFN-TS,TFT,0.286,0.0,0.571,0.019,-0.08,0.135 TabPFN-TS,Toto-1.0,0.429,0.143,0.857,-0.041,-0.127,0.037 TabPFN-TS,Moirai-2.0,0.429,0.143,0.857,-0.012,-0.096,0.072 TabPFN-TS,Chronos-Bolt,0.429,0.143,0.857,-0.012,-0.096,0.072 TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0 TabPFN-TS,DeepAR,0.429,0.143,0.857,0.026,-0.075,0.123 TabPFN-TS,PatchTST,0.571,0.286,0.857,0.114,-0.029,0.261 TabPFN-TS,Sundial-Base,0.714,0.429,1.0,0.045,0.011,0.085 TabPFN-TS,AutoARIMA,1.0,1.0,1.0,0.274,0.176,0.365 TabPFN-TS,CatBoost,1.0,1.0,1.0,0.225,0.159,0.285 TabPFN-TS,LightGBM,1.0,1.0,1.0,0.221,0.16,0.277 TabPFN-TS,Seasonal Naive,1.0,1.0,1.0,0.365,0.268,0.459 DeepAR,Chronos-2,0.0,0.0,0.0,-0.165,-0.291,-0.059 DeepAR,TimesFM-2.5,0.143,0.0,0.429,-0.137,-0.243,-0.028 DeepAR,TiRex,0.143,0.0,0.429,-0.125,-0.216,-0.041 DeepAR,FlowState,0.143,0.0,0.429,-0.107,-0.212,-0.005 DeepAR,TFT,0.429,0.143,0.857,-0.007,-0.148,0.136 DeepAR,Toto-1.0,0.286,0.0,0.571,-0.069,-0.138,-0.002 DeepAR,Moirai-2.0,0.429,0.143,0.857,-0.039,-0.166,0.093 DeepAR,Chronos-Bolt,0.429,0.143,0.857,-0.039,-0.166,0.093 DeepAR,TabPFN-TS,0.571,0.143,0.857,-0.027,-0.141,0.069 DeepAR,DeepAR,0.5,0.5,0.5,0.0,0.0,0.0 DeepAR,PatchTST,0.429,0.143,0.857,0.09,-0.02,0.249 DeepAR,Sundial-Base,0.714,0.286,1.0,0.019,-0.081,0.107 DeepAR,AutoARIMA,0.857,0.571,1.0,0.254,0.068,0.388 DeepAR,CatBoost,0.857,0.571,1.0,0.204,0.11,0.287 DeepAR,LightGBM,0.857,0.571,1.0,0.199,0.1,0.286 DeepAR,Seasonal Naive,1.0,1.0,1.0,0.348,0.232,0.448 PatchTST,Chronos-2,0.0,0.0,0.0,-0.28,-0.61,-0.074 PatchTST,TimesFM-2.5,0.0,0.0,0.0,-0.25,-0.548,-0.06 PatchTST,TiRex,0.0,0.0,0.0,-0.236,-0.553,-0.059 PatchTST,FlowState,0.143,0.0,0.429,-0.217,-0.51,-0.029 PatchTST,TFT,0.143,0.0,0.429,-0.107,-0.208,-0.032 PatchTST,Toto-1.0,0.286,0.0,0.571,-0.175,-0.481,-0.013 PatchTST,Moirai-2.0,0.571,0.143,1.0,-0.142,-0.448,0.066 PatchTST,Chronos-Bolt,0.571,0.143,1.0,-0.142,-0.448,0.066 PatchTST,TabPFN-TS,0.429,0.143,0.714,-0.129,-0.354,0.028 PatchTST,DeepAR,0.571,0.143,0.857,-0.099,-0.331,0.019 PatchTST,PatchTST,0.5,0.5,0.5,0.0,0.0,0.0 PatchTST,Sundial-Base,0.571,0.143,1.0,-0.078,-0.315,0.092 PatchTST,AutoARIMA,0.571,0.143,1.0,0.181,-0.066,0.372 PatchTST,CatBoost,0.714,0.286,1.0,0.125,-0.054,0.249 PatchTST,LightGBM,0.714,0.286,1.0,0.12,-0.076,0.256 PatchTST,Seasonal Naive,0.857,0.571,1.0,0.284,0.113,0.428 Sundial-Base,Chronos-2,0.0,0.0,0.0,-0.187,-0.24,-0.145 Sundial-Base,TimesFM-2.5,0.0,0.0,0.0,-0.159,-0.203,-0.122 Sundial-Base,TiRex,0.0,0.0,0.0,-0.147,-0.2,-0.098 Sundial-Base,FlowState,0.0,0.0,0.0,-0.128,-0.167,-0.091 Sundial-Base,TFT,0.143,0.0,0.429,-0.027,-0.141,0.114 Sundial-Base,Toto-1.0,0.143,0.0,0.429,-0.09,-0.158,-0.023 Sundial-Base,Moirai-2.0,0.143,0.0,0.429,-0.059,-0.113,0.0 Sundial-Base,Chronos-Bolt,0.143,0.0,0.429,-0.059,-0.113,0.0 Sundial-Base,TabPFN-TS,0.286,0.0,0.571,-0.047,-0.092,-0.011 Sundial-Base,DeepAR,0.286,0.0,0.714,-0.019,-0.12,0.075 Sundial-Base,PatchTST,0.429,0.0,0.857,0.073,-0.101,0.24 Sundial-Base,Sundial-Base,0.5,0.5,0.5,0.0,0.0,0.0 Sundial-Base,AutoARIMA,0.857,0.571,1.0,0.24,0.125,0.325 Sundial-Base,CatBoost,1.0,1.0,1.0,0.188,0.135,0.234 Sundial-Base,LightGBM,1.0,1.0,1.0,0.184,0.134,0.229 Sundial-Base,Seasonal Naive,1.0,1.0,1.0,0.336,0.229,0.428 AutoARIMA,Chronos-2,0.0,0.0,0.0,-0.562,-0.772,-0.326 AutoARIMA,TimesFM-2.5,0.0,0.0,0.0,-0.525,-0.736,-0.308 AutoARIMA,TiRex,0.0,0.0,0.0,-0.509,-0.729,-0.283 AutoARIMA,FlowState,0.0,0.0,0.0,-0.485,-0.673,-0.284 AutoARIMA,TFT,0.286,0.0,0.571,-0.351,-0.66,-0.094 AutoARIMA,Toto-1.0,0.143,0.0,0.429,-0.434,-0.664,-0.205 AutoARIMA,Moirai-2.0,0.0,0.0,0.0,-0.394,-0.557,-0.21 AutoARIMA,Chronos-Bolt,0.0,0.0,0.0,-0.394,-0.557,-0.21 AutoARIMA,TabPFN-TS,0.0,0.0,0.0,-0.378,-0.576,-0.214 AutoARIMA,DeepAR,0.143,0.0,0.429,-0.341,-0.635,-0.073 AutoARIMA,PatchTST,0.429,0.0,0.857,-0.22,-0.592,0.062 AutoARIMA,Sundial-Base,0.143,0.0,0.429,-0.316,-0.481,-0.143 AutoARIMA,AutoARIMA,0.5,0.5,0.5,0.0,0.0,0.0 AutoARIMA,CatBoost,0.286,0.0,0.571,-0.068,-0.26,0.11 AutoARIMA,LightGBM,0.429,0.143,0.718,-0.074,-0.253,0.102 AutoARIMA,Seasonal Naive,0.786,0.5,1.0,0.126,-0.02,0.223 CatBoost,Chronos-2,0.0,0.0,0.0,-0.462,-0.581,-0.352 CatBoost,TimesFM-2.5,0.0,0.0,0.0,-0.428,-0.524,-0.337 CatBoost,TiRex,0.0,0.0,0.0,-0.413,-0.539,-0.297 CatBoost,FlowState,0.0,0.0,0.0,-0.39,-0.492,-0.289 CatBoost,TFT,0.143,0.0,0.429,-0.265,-0.409,-0.116 CatBoost,Toto-1.0,0.0,0.0,0.0,-0.343,-0.484,-0.206 CatBoost,Moirai-2.0,0.0,0.0,0.0,-0.305,-0.426,-0.206 CatBoost,Chronos-Bolt,0.0,0.0,0.0,-0.305,-0.426,-0.206 CatBoost,TabPFN-TS,0.0,0.0,0.0,-0.29,-0.399,-0.189 CatBoost,DeepAR,0.143,0.0,0.429,-0.256,-0.402,-0.124 CatBoost,PatchTST,0.286,0.0,0.714,-0.143,-0.332,0.051 CatBoost,Sundial-Base,0.0,0.0,0.0,-0.232,-0.305,-0.156 CatBoost,AutoARIMA,0.714,0.429,1.0,0.064,-0.124,0.207 CatBoost,CatBoost,0.5,0.5,0.5,0.0,0.0,0.0 CatBoost,LightGBM,0.429,0.143,0.714,-0.005,-0.026,0.015 CatBoost,Seasonal Naive,0.714,0.429,1.0,0.181,0.004,0.329 LightGBM,Chronos-2,0.0,0.0,0.0,-0.455,-0.566,-0.354 LightGBM,TimesFM-2.5,0.0,0.0,0.0,-0.421,-0.503,-0.335 LightGBM,TiRex,0.0,0.0,0.0,-0.405,-0.53,-0.286 LightGBM,FlowState,0.0,0.0,0.0,-0.383,-0.478,-0.285 LightGBM,TFT,0.143,0.0,0.429,-0.258,-0.405,-0.103 LightGBM,Toto-1.0,0.0,0.0,0.0,-0.336,-0.478,-0.192 LightGBM,Moirai-2.0,0.0,0.0,0.0,-0.298,-0.408,-0.201 LightGBM,Chronos-Bolt,0.0,0.0,0.0,-0.298,-0.408,-0.201 LightGBM,TabPFN-TS,0.0,0.0,0.0,-0.283,-0.383,-0.19 LightGBM,DeepAR,0.143,0.0,0.429,-0.249,-0.401,-0.111 LightGBM,PatchTST,0.286,0.0,0.714,-0.137,-0.344,0.07 LightGBM,Sundial-Base,0.0,0.0,0.0,-0.225,-0.298,-0.155 LightGBM,AutoARIMA,0.571,0.282,0.857,0.069,-0.114,0.202 LightGBM,CatBoost,0.571,0.286,0.857,0.005,-0.015,0.025 LightGBM,LightGBM,0.5,0.5,0.5,0.0,0.0,0.0 LightGBM,Seasonal Naive,0.571,0.286,0.857,0.186,0.007,0.338 Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.787,-1.087,-0.531 Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.744,-1.092,-0.458 Seasonal Naive,TiRex,0.0,0.0,0.0,-0.726,-1.023,-0.482 Seasonal Naive,FlowState,0.0,0.0,0.0,-0.698,-1.017,-0.431 Seasonal Naive,TFT,0.0,0.0,0.0,-0.545,-0.89,-0.28 Seasonal Naive,Toto-1.0,0.0,0.0,0.0,-0.64,-0.897,-0.416 Seasonal Naive,Moirai-2.0,0.0,0.0,0.0,-0.594,-0.902,-0.329 Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-0.594,-0.902,-0.329 Seasonal Naive,TabPFN-TS,0.0,0.0,0.0,-0.576,-0.849,-0.366 Seasonal Naive,DeepAR,0.0,0.0,0.0,-0.534,-0.811,-0.303 Seasonal Naive,PatchTST,0.143,0.0,0.429,-0.396,-0.747,-0.128 Seasonal Naive,Sundial-Base,0.0,0.0,0.0,-0.505,-0.749,-0.296 Seasonal Naive,AutoARIMA,0.214,0.0,0.5,-0.144,-0.286,0.02 Seasonal Naive,CatBoost,0.286,0.0,0.571,-0.222,-0.489,-0.004 Seasonal Naive,LightGBM,0.429,0.143,0.714,-0.228,-0.511,-0.007 Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0