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,TiRex,0.818,0.636,0.955,0.155,0.076,0.23
Chronos-2,TimesFM-2.5,0.818,0.636,0.955,0.161,0.079,0.235
Chronos-2,TabPFN-TS,0.818,0.681,0.955,0.121,0.068,0.173
Chronos-2,Toto-1.0,0.818,0.636,0.955,0.166,0.09,0.246
Chronos-2,FlowState,0.909,0.773,1.0,0.189,0.111,0.257
Chronos-2,Moirai-2.0,1.0,1.0,1.0,0.189,0.118,0.257
Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.198,0.125,0.266
Chronos-2,TFT,0.818,0.636,0.955,0.205,0.095,0.309
Chronos-2,PatchTST,0.818,0.636,0.955,0.244,0.147,0.347
Chronos-2,DeepAR,0.864,0.727,1.0,0.249,0.162,0.344
Chronos-2,Sundial-Base,0.955,0.864,1.0,0.221,0.162,0.292
Chronos-2,CatBoost,1.0,1.0,1.0,0.354,0.305,0.406
Chronos-2,LightGBM,1.0,1.0,1.0,0.383,0.324,0.446
Chronos-2,AutoARIMA,1.0,1.0,1.0,0.462,0.391,0.528
Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.55,0.483,0.612
TiRex,Chronos-2,0.182,0.045,0.364,-0.184,-0.299,-0.082
TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0
TiRex,TimesFM-2.5,0.636,0.455,0.818,0.006,-0.026,0.038
TiRex,TabPFN-TS,0.545,0.318,0.727,-0.04,-0.177,0.062
TiRex,Toto-1.0,0.818,0.636,0.955,0.013,-0.037,0.043
TiRex,FlowState,0.682,0.5,0.864,0.04,0.006,0.073
TiRex,Moirai-2.0,0.864,0.727,1.0,0.04,0.019,0.062
TiRex,Chronos-Bolt,0.773,0.591,0.909,0.05,0.008,0.102
TiRex,TFT,0.682,0.455,0.864,0.059,-0.094,0.188
TiRex,PatchTST,0.682,0.499,0.864,0.105,-0.039,0.225
TiRex,DeepAR,0.773,0.591,0.91,0.111,-0.012,0.216
TiRex,Sundial-Base,0.818,0.636,0.955,0.078,-0.015,0.15
TiRex,CatBoost,0.909,0.773,1.0,0.235,0.168,0.294
TiRex,LightGBM,0.909,0.773,1.0,0.269,0.207,0.333
TiRex,AutoARIMA,1.0,1.0,1.0,0.364,0.291,0.436
TiRex,Seasonal Naive,1.0,1.0,1.0,0.467,0.393,0.537
TimesFM-2.5,Chronos-2,0.182,0.045,0.364,-0.192,-0.308,-0.086
TimesFM-2.5,TiRex,0.364,0.182,0.545,-0.007,-0.039,0.025
TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
TimesFM-2.5,TabPFN-TS,0.591,0.364,0.773,-0.047,-0.184,0.055
TimesFM-2.5,Toto-1.0,0.568,0.364,0.75,0.007,-0.035,0.038
TimesFM-2.5,FlowState,0.659,0.455,0.818,0.034,0.002,0.064
TimesFM-2.5,Moirai-2.0,0.75,0.568,0.909,0.034,-0.006,0.07
TimesFM-2.5,Chronos-Bolt,0.614,0.432,0.795,0.044,-0.001,0.096
TimesFM-2.5,TFT,0.591,0.364,0.773,0.053,-0.116,0.188
TimesFM-2.5,PatchTST,0.773,0.591,0.955,0.099,-0.059,0.224
TimesFM-2.5,DeepAR,0.727,0.545,0.909,0.106,-0.034,0.226
TimesFM-2.5,Sundial-Base,0.818,0.636,0.955,0.072,-0.029,0.158
TimesFM-2.5,CatBoost,0.909,0.773,1.0,0.23,0.157,0.296
TimesFM-2.5,LightGBM,0.909,0.773,1.0,0.264,0.194,0.338
TimesFM-2.5,AutoARIMA,1.0,1.0,1.0,0.359,0.281,0.437
TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.463,0.379,0.539
TabPFN-TS,Chronos-2,0.182,0.045,0.319,-0.138,-0.209,-0.073
TabPFN-TS,TiRex,0.455,0.273,0.682,0.039,-0.066,0.15
TabPFN-TS,TimesFM-2.5,0.409,0.227,0.636,0.045,-0.059,0.156
TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0
TabPFN-TS,Toto-1.0,0.545,0.364,0.727,0.052,-0.065,0.172
TabPFN-TS,FlowState,0.591,0.364,0.773,0.077,-0.027,0.18
TabPFN-TS,Moirai-2.0,0.636,0.455,0.818,0.077,-0.016,0.174
TabPFN-TS,Chronos-Bolt,0.545,0.318,0.773,0.087,-0.014,0.186
TabPFN-TS,TFT,0.591,0.364,0.774,0.096,-0.024,0.206
TabPFN-TS,PatchTST,0.682,0.455,0.864,0.14,0.04,0.237
TabPFN-TS,DeepAR,0.773,0.591,0.955,0.146,0.062,0.235
TabPFN-TS,Sundial-Base,0.591,0.409,0.773,0.114,0.014,0.217
TabPFN-TS,CatBoost,0.909,0.773,1.0,0.265,0.199,0.33
TabPFN-TS,LightGBM,0.955,0.864,1.0,0.298,0.225,0.37
TabPFN-TS,AutoARIMA,0.955,0.864,1.0,0.388,0.308,0.468
TabPFN-TS,Seasonal Naive,1.0,1.0,1.0,0.487,0.416,0.557
Toto-1.0,Chronos-2,0.182,0.045,0.364,-0.2,-0.326,-0.099
Toto-1.0,TiRex,0.182,0.045,0.364,-0.013,-0.045,0.036
Toto-1.0,TimesFM-2.5,0.432,0.25,0.636,-0.007,-0.04,0.034
Toto-1.0,TabPFN-TS,0.455,0.273,0.636,-0.054,-0.207,0.061
Toto-1.0,Toto-1.0,0.5,0.5,0.5,0.0,0.0,0.0
Toto-1.0,FlowState,0.568,0.386,0.75,0.027,-0.01,0.067
Toto-1.0,Moirai-2.0,0.614,0.409,0.795,0.027,-0.014,0.083
Toto-1.0,Chronos-Bolt,0.614,0.432,0.795,0.037,-0.011,0.093
Toto-1.0,TFT,0.591,0.364,0.773,0.047,-0.118,0.178
Toto-1.0,PatchTST,0.591,0.364,0.818,0.093,-0.067,0.22
Toto-1.0,DeepAR,0.682,0.5,0.864,0.1,-0.052,0.238
Toto-1.0,Sundial-Base,0.818,0.636,0.955,0.066,-0.035,0.154
Toto-1.0,CatBoost,0.864,0.727,1.0,0.225,0.146,0.302
Toto-1.0,LightGBM,0.864,0.727,1.0,0.259,0.181,0.351
Toto-1.0,AutoARIMA,1.0,1.0,1.0,0.355,0.274,0.442
Toto-1.0,Seasonal Naive,1.0,1.0,1.0,0.46,0.372,0.544
FlowState,Chronos-2,0.091,0.0,0.227,-0.233,-0.345,-0.125
FlowState,TiRex,0.318,0.136,0.5,-0.042,-0.079,-0.006
FlowState,TimesFM-2.5,0.341,0.182,0.545,-0.035,-0.069,-0.002
FlowState,TabPFN-TS,0.409,0.227,0.636,-0.084,-0.219,0.026
FlowState,Toto-1.0,0.432,0.25,0.614,-0.028,-0.072,0.01
FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0
FlowState,Moirai-2.0,0.614,0.432,0.795,0.0,-0.043,0.045
FlowState,Chronos-Bolt,0.568,0.386,0.751,0.01,-0.047,0.073
FlowState,TFT,0.682,0.499,0.864,0.02,-0.148,0.158
FlowState,PatchTST,0.636,0.455,0.818,0.068,-0.086,0.193
FlowState,DeepAR,0.727,0.545,0.909,0.075,-0.062,0.201
FlowState,Sundial-Base,0.727,0.545,0.909,0.04,-0.059,0.119
FlowState,CatBoost,0.909,0.773,1.0,0.204,0.135,0.265
FlowState,LightGBM,0.909,0.773,1.0,0.239,0.17,0.314
FlowState,AutoARIMA,0.909,0.773,1.0,0.337,0.25,0.427
FlowState,Seasonal Naive,0.955,0.864,1.0,0.445,0.359,0.525
Moirai-2.0,Chronos-2,0.0,0.0,0.0,-0.233,-0.346,-0.133
Moirai-2.0,TiRex,0.136,0.0,0.273,-0.042,-0.066,-0.019
Moirai-2.0,TimesFM-2.5,0.25,0.091,0.432,-0.035,-0.076,0.006
Moirai-2.0,TabPFN-TS,0.364,0.182,0.545,-0.084,-0.21,0.016
Moirai-2.0,Toto-1.0,0.386,0.205,0.591,-0.028,-0.09,0.014
Moirai-2.0,FlowState,0.386,0.205,0.568,-0.0,-0.047,0.041
Moirai-2.0,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0
Moirai-2.0,Chronos-Bolt,0.523,0.364,0.682,0.01,-0.033,0.065
Moirai-2.0,TFT,0.545,0.318,0.727,0.02,-0.143,0.16
Moirai-2.0,PatchTST,0.636,0.453,0.818,0.068,-0.078,0.191
Moirai-2.0,DeepAR,0.682,0.455,0.864,0.074,-0.054,0.178
Moirai-2.0,Sundial-Base,0.818,0.636,0.955,0.04,-0.054,0.117
Moirai-2.0,CatBoost,0.909,0.773,1.0,0.203,0.137,0.261
Moirai-2.0,LightGBM,0.909,0.773,1.0,0.239,0.178,0.303
Moirai-2.0,AutoARIMA,1.0,1.0,1.0,0.337,0.263,0.409
Moirai-2.0,Seasonal Naive,1.0,1.0,1.0,0.444,0.371,0.518
Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.246,-0.363,-0.143
Chronos-Bolt,TiRex,0.227,0.091,0.409,-0.053,-0.114,-0.008
Chronos-Bolt,TimesFM-2.5,0.386,0.205,0.568,-0.046,-0.106,0.001
Chronos-Bolt,TabPFN-TS,0.455,0.227,0.682,-0.095,-0.228,0.014
Chronos-Bolt,Toto-1.0,0.386,0.205,0.568,-0.039,-0.103,0.011
Chronos-Bolt,FlowState,0.432,0.249,0.614,-0.011,-0.079,0.045
Chronos-Bolt,Moirai-2.0,0.477,0.318,0.636,-0.01,-0.07,0.032
Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-Bolt,TFT,0.455,0.227,0.682,0.01,-0.148,0.143
Chronos-Bolt,PatchTST,0.591,0.364,0.773,0.058,-0.092,0.188
Chronos-Bolt,DeepAR,0.636,0.409,0.818,0.065,-0.071,0.18
Chronos-Bolt,Sundial-Base,0.773,0.591,0.909,0.03,-0.083,0.123
Chronos-Bolt,CatBoost,0.864,0.727,1.0,0.195,0.11,0.271
Chronos-Bolt,LightGBM,0.864,0.727,1.0,0.231,0.15,0.314
Chronos-Bolt,AutoARIMA,0.955,0.864,1.0,0.33,0.247,0.413
Chronos-Bolt,Seasonal Naive,0.955,0.864,1.0,0.439,0.356,0.522
TFT,Chronos-2,0.182,0.045,0.364,-0.259,-0.446,-0.105
TFT,TiRex,0.318,0.136,0.545,-0.063,-0.231,0.086
TFT,TimesFM-2.5,0.409,0.227,0.636,-0.056,-0.232,0.104
TFT,TabPFN-TS,0.409,0.226,0.636,-0.106,-0.259,0.023
TFT,Toto-1.0,0.409,0.227,0.636,-0.049,-0.217,0.106
TFT,FlowState,0.318,0.136,0.501,-0.021,-0.187,0.129
TFT,Moirai-2.0,0.455,0.273,0.682,-0.02,-0.191,0.125
TFT,Chronos-Bolt,0.545,0.318,0.773,-0.01,-0.167,0.129
TFT,TFT,0.5,0.5,0.5,0.0,0.0,0.0
TFT,PatchTST,0.705,0.5,0.886,0.049,-0.044,0.132
TFT,DeepAR,0.614,0.409,0.795,0.055,-0.05,0.185
TFT,Sundial-Base,0.682,0.5,0.864,0.02,-0.163,0.162
TFT,CatBoost,0.773,0.591,0.955,0.187,0.055,0.304
TFT,LightGBM,0.773,0.591,0.955,0.223,0.09,0.35
TFT,AutoARIMA,0.727,0.545,0.909,0.323,0.192,0.444
TFT,Seasonal Naive,0.864,0.727,1.0,0.433,0.316,0.539
PatchTST,Chronos-2,0.182,0.045,0.364,-0.323,-0.533,-0.172
PatchTST,TiRex,0.318,0.136,0.501,-0.118,-0.291,0.037
PatchTST,TimesFM-2.5,0.227,0.045,0.409,-0.11,-0.288,0.055
PatchTST,TabPFN-TS,0.318,0.136,0.545,-0.163,-0.31,-0.041
PatchTST,Toto-1.0,0.409,0.182,0.636,-0.103,-0.283,0.063
PatchTST,FlowState,0.364,0.182,0.545,-0.073,-0.239,0.079
PatchTST,Moirai-2.0,0.364,0.182,0.547,-0.073,-0.237,0.072
PatchTST,Chronos-Bolt,0.409,0.227,0.636,-0.062,-0.231,0.084
PatchTST,TFT,0.295,0.114,0.5,-0.051,-0.151,0.042
PatchTST,PatchTST,0.5,0.5,0.5,0.0,0.0,0.0
PatchTST,DeepAR,0.614,0.431,0.795,0.007,-0.131,0.136
PatchTST,Sundial-Base,0.545,0.363,0.773,-0.03,-0.216,0.112
PatchTST,CatBoost,0.682,0.455,0.864,0.145,0.005,0.263
PatchTST,LightGBM,0.682,0.455,0.864,0.183,0.046,0.308
PatchTST,AutoARIMA,0.682,0.5,0.864,0.289,0.15,0.416
PatchTST,Seasonal Naive,0.818,0.636,0.955,0.404,0.279,0.513
DeepAR,Chronos-2,0.136,0.0,0.273,-0.332,-0.525,-0.194
DeepAR,TiRex,0.227,0.09,0.409,-0.125,-0.275,0.012
DeepAR,TimesFM-2.5,0.273,0.091,0.455,-0.118,-0.292,0.033
DeepAR,TabPFN-TS,0.227,0.045,0.409,-0.171,-0.308,-0.066
DeepAR,Toto-1.0,0.318,0.136,0.5,-0.111,-0.313,0.05
DeepAR,FlowState,0.273,0.091,0.455,-0.081,-0.251,0.059
DeepAR,Moirai-2.0,0.318,0.136,0.545,-0.08,-0.216,0.051
DeepAR,Chronos-Bolt,0.364,0.182,0.591,-0.069,-0.22,0.066
DeepAR,TFT,0.386,0.205,0.591,-0.059,-0.226,0.048
DeepAR,PatchTST,0.386,0.205,0.569,-0.007,-0.157,0.116
DeepAR,DeepAR,0.5,0.5,0.5,0.0,0.0,0.0
DeepAR,Sundial-Base,0.5,0.318,0.682,-0.038,-0.203,0.091
DeepAR,CatBoost,0.773,0.591,0.955,0.139,0.037,0.224
DeepAR,LightGBM,0.818,0.636,0.955,0.178,0.09,0.255
DeepAR,AutoARIMA,0.864,0.727,1.0,0.284,0.185,0.377
DeepAR,Seasonal Naive,0.932,0.84,1.0,0.4,0.316,0.478
Sundial-Base,Chronos-2,0.045,0.0,0.136,-0.284,-0.412,-0.193
Sundial-Base,TiRex,0.182,0.045,0.364,-0.085,-0.177,0.014
Sundial-Base,TimesFM-2.5,0.182,0.045,0.364,-0.078,-0.187,0.028
Sundial-Base,TabPFN-TS,0.409,0.227,0.591,-0.129,-0.278,-0.014
Sundial-Base,Toto-1.0,0.182,0.045,0.364,-0.07,-0.181,0.034
Sundial-Base,FlowState,0.273,0.091,0.455,-0.041,-0.135,0.056
Sundial-Base,Moirai-2.0,0.182,0.045,0.364,-0.041,-0.133,0.051
Sundial-Base,Chronos-Bolt,0.227,0.091,0.409,-0.031,-0.141,0.076
Sundial-Base,TFT,0.318,0.136,0.5,-0.02,-0.194,0.14
Sundial-Base,PatchTST,0.455,0.227,0.637,0.03,-0.126,0.178
Sundial-Base,DeepAR,0.5,0.318,0.682,0.036,-0.1,0.169
Sundial-Base,Sundial-Base,0.5,0.5,0.5,0.0,0.0,0.0
Sundial-Base,CatBoost,0.864,0.727,1.0,0.171,0.114,0.224
Sundial-Base,LightGBM,0.864,0.727,1.0,0.207,0.134,0.288
Sundial-Base,AutoARIMA,0.909,0.773,1.0,0.31,0.226,0.395
Sundial-Base,Seasonal Naive,1.0,1.0,1.0,0.422,0.34,0.501
CatBoost,Chronos-2,0.0,0.0,0.0,-0.548,-0.684,-0.439
CatBoost,TiRex,0.091,0.0,0.227,-0.308,-0.416,-0.202
CatBoost,TimesFM-2.5,0.091,0.0,0.227,-0.299,-0.42,-0.186
CatBoost,TabPFN-TS,0.091,0.0,0.227,-0.361,-0.493,-0.249
CatBoost,Toto-1.0,0.136,0.0,0.273,-0.291,-0.433,-0.171
CatBoost,FlowState,0.091,0.0,0.227,-0.256,-0.36,-0.156
CatBoost,Moirai-2.0,0.091,0.0,0.227,-0.255,-0.353,-0.158
CatBoost,Chronos-Bolt,0.136,0.0,0.273,-0.243,-0.373,-0.123
CatBoost,TFT,0.227,0.045,0.409,-0.23,-0.438,-0.058
CatBoost,PatchTST,0.318,0.136,0.545,-0.17,-0.358,-0.005
CatBoost,DeepAR,0.227,0.045,0.409,-0.162,-0.289,-0.038
CatBoost,Sundial-Base,0.136,0.0,0.273,-0.206,-0.289,-0.129
CatBoost,CatBoost,0.5,0.5,0.5,0.0,0.0,0.0
CatBoost,LightGBM,0.727,0.545,0.909,0.044,0.009,0.089
CatBoost,AutoARIMA,0.682,0.5,0.864,0.168,0.07,0.258
CatBoost,Seasonal Naive,0.818,0.636,0.955,0.303,0.204,0.386
LightGBM,Chronos-2,0.0,0.0,0.0,-0.62,-0.804,-0.479
LightGBM,TiRex,0.091,0.0,0.227,-0.368,-0.5,-0.26
LightGBM,TimesFM-2.5,0.091,0.0,0.227,-0.36,-0.511,-0.241
LightGBM,TabPFN-TS,0.045,0.0,0.136,-0.424,-0.587,-0.29
LightGBM,Toto-1.0,0.136,0.0,0.273,-0.35,-0.541,-0.221
LightGBM,FlowState,0.091,0.0,0.227,-0.314,-0.458,-0.206
LightGBM,Moirai-2.0,0.091,0.0,0.227,-0.313,-0.434,-0.216
LightGBM,Chronos-Bolt,0.136,0.0,0.273,-0.3,-0.457,-0.176
LightGBM,TFT,0.227,0.045,0.409,-0.287,-0.539,-0.099
LightGBM,PatchTST,0.318,0.136,0.545,-0.224,-0.444,-0.048
LightGBM,DeepAR,0.182,0.045,0.364,-0.216,-0.342,-0.099
LightGBM,Sundial-Base,0.136,0.0,0.273,-0.262,-0.404,-0.154
LightGBM,CatBoost,0.273,0.091,0.455,-0.046,-0.098,-0.009
LightGBM,LightGBM,0.5,0.5,0.5,0.0,0.0,0.0
LightGBM,AutoARIMA,0.682,0.5,0.864,0.129,0.028,0.227
LightGBM,Seasonal Naive,0.818,0.636,0.955,0.27,0.177,0.355
AutoARIMA,Chronos-2,0.0,0.0,0.0,-0.86,-1.121,-0.642
AutoARIMA,TiRex,0.0,0.0,0.0,-0.571,-0.774,-0.411
AutoARIMA,TimesFM-2.5,0.0,0.0,0.0,-0.561,-0.777,-0.39
AutoARIMA,TabPFN-TS,0.045,0.0,0.136,-0.635,-0.88,-0.446
AutoARIMA,Toto-1.0,0.0,0.0,0.0,-0.551,-0.792,-0.377
AutoARIMA,FlowState,0.091,0.0,0.227,-0.509,-0.744,-0.334
AutoARIMA,Moirai-2.0,0.0,0.0,0.0,-0.508,-0.692,-0.358
AutoARIMA,Chronos-Bolt,0.045,0.0,0.136,-0.493,-0.704,-0.329
AutoARIMA,TFT,0.273,0.091,0.455,-0.478,-0.799,-0.237
AutoARIMA,PatchTST,0.318,0.136,0.5,-0.406,-0.711,-0.176
AutoARIMA,DeepAR,0.136,0.0,0.273,-0.396,-0.606,-0.227
AutoARIMA,Sundial-Base,0.091,0.0,0.227,-0.449,-0.653,-0.292
AutoARIMA,CatBoost,0.318,0.136,0.5,-0.202,-0.348,-0.076
AutoARIMA,LightGBM,0.318,0.136,0.5,-0.148,-0.293,-0.029
AutoARIMA,AutoARIMA,0.5,0.5,0.5,0.0,0.0,0.0
AutoARIMA,Seasonal Naive,1.0,1.0,1.0,0.162,0.125,0.201
Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.22,-1.574,-0.932
Seasonal Naive,TiRex,0.0,0.0,0.0,-0.875,-1.161,-0.647
Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.863,-1.171,-0.61
Seasonal Naive,TabPFN-TS,0.0,0.0,0.0,-0.951,-1.257,-0.712
Seasonal Naive,Toto-1.0,0.0,0.0,0.0,-0.85,-1.192,-0.592
Seasonal Naive,FlowState,0.045,0.0,0.136,-0.8,-1.106,-0.561
Seasonal Naive,Moirai-2.0,0.0,0.0,0.0,-0.8,-1.075,-0.59
Seasonal Naive,Chronos-Bolt,0.045,0.0,0.136,-0.781,-1.092,-0.552
Seasonal Naive,TFT,0.136,0.0,0.273,-0.764,-1.17,-0.462
Seasonal Naive,PatchTST,0.182,0.045,0.364,-0.678,-1.054,-0.387
Seasonal Naive,DeepAR,0.068,0.0,0.16,-0.666,-0.914,-0.462
Seasonal Naive,Sundial-Base,0.0,0.0,0.0,-0.729,-1.003,-0.515
Seasonal Naive,CatBoost,0.182,0.045,0.364,-0.434,-0.628,-0.256
Seasonal Naive,LightGBM,0.182,0.045,0.364,-0.37,-0.55,-0.216
Seasonal Naive,AutoARIMA,0.0,0.0,0.0,-0.193,-0.251,-0.142
Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0