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,Toto-1.0,0.5,0.292,0.708,0.058,-0.002,0.141
Chronos-2,TimesFM-2.5,0.75,0.583,0.917,0.085,0.032,0.149
Chronos-2,TiRex,0.958,0.875,1.0,0.093,0.035,0.184
Chronos-2,FlowState,0.75,0.583,0.917,0.085,0.024,0.159
Chronos-2,Moirai-2.0,0.958,0.875,1.0,0.123,0.058,0.212
Chronos-2,PatchTST,0.833,0.667,0.958,0.166,0.074,0.257
Chronos-2,TFT,0.917,0.792,1.0,0.176,0.094,0.264
Chronos-2,TabPFN-TS,1.0,1.0,1.0,0.189,0.122,0.261
Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.202,0.13,0.286
Chronos-2,Sundial-Base,1.0,1.0,1.0,0.192,0.152,0.235
Chronos-2,DeepAR,0.958,0.875,1.0,0.276,0.173,0.371
Chronos-2,CatBoost,1.0,1.0,1.0,0.374,0.317,0.429
Chronos-2,LightGBM,1.0,1.0,1.0,0.44,0.345,0.54
Chronos-2,AutoARIMA,1.0,1.0,1.0,0.455,0.376,0.526
Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.606,0.517,0.691
Toto-1.0,Chronos-2,0.5,0.292,0.708,-0.062,-0.164,0.002
Toto-1.0,Toto-1.0,0.5,0.5,0.5,0.0,0.0,0.0
Toto-1.0,TimesFM-2.5,0.646,0.458,0.833,0.028,-0.023,0.077
Toto-1.0,TiRex,0.729,0.542,0.896,0.037,0.006,0.068
Toto-1.0,FlowState,0.688,0.5,0.875,0.028,-0.102,0.132
Toto-1.0,Moirai-2.0,0.812,0.667,0.958,0.069,0.029,0.107
Toto-1.0,PatchTST,0.875,0.708,1.0,0.114,-0.032,0.232
Toto-1.0,TFT,0.833,0.667,0.958,0.124,0.062,0.187
Toto-1.0,TabPFN-TS,0.875,0.75,1.0,0.139,0.067,0.21
Toto-1.0,Chronos-Bolt,0.896,0.77,1.0,0.152,0.099,0.209
Toto-1.0,Sundial-Base,0.938,0.833,1.0,0.142,0.072,0.2
Toto-1.0,DeepAR,0.958,0.875,1.0,0.231,0.157,0.292
Toto-1.0,CatBoost,1.0,1.0,1.0,0.335,0.285,0.387
Toto-1.0,LightGBM,1.0,1.0,1.0,0.405,0.305,0.519
Toto-1.0,AutoARIMA,1.0,1.0,1.0,0.421,0.355,0.492
Toto-1.0,Seasonal Naive,1.0,1.0,1.0,0.582,0.484,0.667
TimesFM-2.5,Chronos-2,0.25,0.083,0.417,-0.093,-0.175,-0.033
TimesFM-2.5,Toto-1.0,0.354,0.167,0.542,-0.029,-0.083,0.023
TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
TimesFM-2.5,TiRex,0.521,0.312,0.708,0.009,-0.041,0.061
TimesFM-2.5,FlowState,0.646,0.458,0.833,-0.0,-0.105,0.092
TimesFM-2.5,Moirai-2.0,0.812,0.646,0.958,0.042,-0.014,0.094
TimesFM-2.5,PatchTST,0.792,0.625,0.917,0.088,-0.026,0.185
TimesFM-2.5,TFT,0.792,0.625,0.958,0.099,0.033,0.16
TimesFM-2.5,TabPFN-TS,0.792,0.625,0.958,0.114,0.04,0.187
TimesFM-2.5,Chronos-Bolt,0.896,0.75,1.0,0.127,0.078,0.178
TimesFM-2.5,Sundial-Base,0.896,0.771,1.0,0.117,0.068,0.164
TimesFM-2.5,DeepAR,0.875,0.75,1.0,0.208,0.119,0.283
TimesFM-2.5,CatBoost,0.917,0.792,1.0,0.316,0.249,0.384
TimesFM-2.5,LightGBM,0.917,0.792,1.0,0.388,0.278,0.511
TimesFM-2.5,AutoARIMA,1.0,1.0,1.0,0.404,0.33,0.481
TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.569,0.475,0.66
TiRex,Chronos-2,0.042,0.0,0.125,-0.103,-0.226,-0.036
TiRex,Toto-1.0,0.271,0.104,0.458,-0.039,-0.073,-0.006
TiRex,TimesFM-2.5,0.479,0.292,0.688,-0.009,-0.065,0.04
TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0
TiRex,FlowState,0.604,0.417,0.792,-0.01,-0.156,0.1
TiRex,Moirai-2.0,0.812,0.646,0.958,0.033,0.003,0.064
TiRex,PatchTST,0.875,0.75,1.0,0.08,-0.08,0.206
TiRex,TFT,0.833,0.667,0.958,0.091,0.018,0.161
TiRex,TabPFN-TS,0.75,0.542,0.917,0.106,0.02,0.183
TiRex,Chronos-Bolt,0.896,0.771,1.0,0.119,0.072,0.172
TiRex,Sundial-Base,0.938,0.833,1.0,0.109,0.026,0.171
TiRex,DeepAR,0.917,0.792,1.0,0.201,0.125,0.266
TiRex,CatBoost,1.0,1.0,1.0,0.31,0.255,0.363
TiRex,LightGBM,0.958,0.875,1.0,0.382,0.279,0.492
TiRex,AutoARIMA,1.0,1.0,1.0,0.399,0.335,0.465
TiRex,Seasonal Naive,1.0,1.0,1.0,0.565,0.466,0.651
FlowState,Chronos-2,0.25,0.083,0.417,-0.093,-0.189,-0.025
FlowState,Toto-1.0,0.312,0.125,0.5,-0.029,-0.152,0.092
FlowState,TimesFM-2.5,0.354,0.167,0.542,0.0,-0.101,0.095
FlowState,TiRex,0.396,0.208,0.583,0.01,-0.112,0.135
FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0
FlowState,Moirai-2.0,0.562,0.375,0.75,0.042,-0.064,0.16
FlowState,PatchTST,0.625,0.417,0.792,0.088,-0.028,0.191
FlowState,TFT,0.625,0.417,0.792,0.099,-0.041,0.22
FlowState,TabPFN-TS,0.667,0.458,0.833,0.114,-0.018,0.219
FlowState,Chronos-Bolt,0.812,0.646,0.958,0.128,0.039,0.23
FlowState,Sundial-Base,0.854,0.688,0.979,0.118,0.036,0.186
FlowState,DeepAR,0.708,0.5,0.875,0.209,0.055,0.332
FlowState,CatBoost,0.958,0.875,1.0,0.316,0.231,0.399
FlowState,LightGBM,0.958,0.875,1.0,0.388,0.281,0.507
FlowState,AutoARIMA,1.0,1.0,1.0,0.405,0.297,0.498
FlowState,Seasonal Naive,1.0,1.0,1.0,0.57,0.476,0.66
Moirai-2.0,Chronos-2,0.042,0.0,0.125,-0.14,-0.27,-0.061
Moirai-2.0,Toto-1.0,0.188,0.042,0.333,-0.074,-0.12,-0.03
Moirai-2.0,TimesFM-2.5,0.188,0.042,0.354,-0.043,-0.104,0.014
Moirai-2.0,TiRex,0.188,0.042,0.354,-0.034,-0.068,-0.003
Moirai-2.0,FlowState,0.438,0.25,0.625,-0.044,-0.19,0.06
Moirai-2.0,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0
Moirai-2.0,PatchTST,0.542,0.333,0.708,0.049,-0.126,0.176
Moirai-2.0,TFT,0.667,0.458,0.875,0.06,-0.016,0.14
Moirai-2.0,TabPFN-TS,0.583,0.375,0.792,0.075,-0.014,0.158
Moirai-2.0,Chronos-Bolt,0.875,0.792,0.958,0.09,0.044,0.153
Moirai-2.0,Sundial-Base,0.896,0.771,1.0,0.079,-0.011,0.145
Moirai-2.0,DeepAR,0.792,0.583,0.917,0.174,0.087,0.247
Moirai-2.0,CatBoost,1.0,1.0,1.0,0.286,0.23,0.346
Moirai-2.0,LightGBM,1.0,1.0,1.0,0.361,0.247,0.48
Moirai-2.0,AutoARIMA,1.0,1.0,1.0,0.379,0.31,0.451
Moirai-2.0,Seasonal Naive,1.0,1.0,1.0,0.551,0.451,0.641
PatchTST,Chronos-2,0.167,0.042,0.333,-0.198,-0.346,-0.08
PatchTST,Toto-1.0,0.125,0.0,0.292,-0.128,-0.302,0.031
PatchTST,TimesFM-2.5,0.208,0.083,0.375,-0.097,-0.227,0.026
PatchTST,TiRex,0.125,0.0,0.25,-0.086,-0.259,0.074
PatchTST,FlowState,0.375,0.208,0.583,-0.097,-0.236,0.027
PatchTST,Moirai-2.0,0.458,0.292,0.667,-0.051,-0.214,0.112
PatchTST,PatchTST,0.5,0.5,0.5,0.0,0.0,0.0
PatchTST,TFT,0.5,0.292,0.708,0.012,-0.109,0.134
PatchTST,TabPFN-TS,0.667,0.499,0.833,0.028,-0.085,0.141
PatchTST,Chronos-Bolt,0.667,0.5,0.833,0.043,-0.083,0.177
PatchTST,Sundial-Base,0.792,0.625,0.918,0.032,-0.087,0.131
PatchTST,DeepAR,0.729,0.542,0.917,0.132,0.023,0.267
PatchTST,CatBoost,0.75,0.583,0.917,0.25,0.114,0.365
PatchTST,LightGBM,0.75,0.583,0.917,0.328,0.178,0.481
PatchTST,AutoARIMA,0.875,0.708,1.0,0.347,0.235,0.462
PatchTST,Seasonal Naive,0.958,0.875,1.0,0.528,0.408,0.643
TFT,Chronos-2,0.083,0.0,0.208,-0.213,-0.359,-0.104
TFT,Toto-1.0,0.167,0.042,0.333,-0.142,-0.23,-0.066
TFT,TimesFM-2.5,0.208,0.042,0.375,-0.11,-0.19,-0.034
TFT,TiRex,0.167,0.042,0.333,-0.1,-0.192,-0.018
TFT,FlowState,0.375,0.208,0.583,-0.11,-0.282,0.039
TFT,Moirai-2.0,0.333,0.125,0.542,-0.064,-0.163,0.016
TFT,PatchTST,0.5,0.292,0.708,-0.012,-0.154,0.099
TFT,TFT,0.5,0.5,0.5,0.0,0.0,0.0
TFT,TabPFN-TS,0.583,0.375,0.751,0.016,-0.083,0.105
TFT,Chronos-Bolt,0.583,0.375,0.792,0.032,-0.042,0.104
TFT,Sundial-Base,0.75,0.583,0.917,0.02,-0.078,0.101
TFT,DeepAR,0.583,0.375,0.792,0.122,0.049,0.196
TFT,CatBoost,0.917,0.792,1.0,0.241,0.148,0.321
TFT,LightGBM,0.875,0.708,1.0,0.32,0.198,0.455
TFT,AutoARIMA,0.917,0.792,1.0,0.339,0.256,0.414
TFT,Seasonal Naive,0.958,0.875,1.0,0.522,0.416,0.617
TabPFN-TS,Chronos-2,0.0,0.0,0.0,-0.233,-0.353,-0.139
TabPFN-TS,Toto-1.0,0.125,0.0,0.25,-0.161,-0.266,-0.072
TabPFN-TS,TimesFM-2.5,0.208,0.042,0.375,-0.128,-0.229,-0.042
TabPFN-TS,TiRex,0.25,0.083,0.458,-0.118,-0.224,-0.02
TabPFN-TS,FlowState,0.333,0.167,0.542,-0.129,-0.281,0.018
TabPFN-TS,Moirai-2.0,0.417,0.208,0.625,-0.081,-0.188,0.014
TabPFN-TS,PatchTST,0.333,0.167,0.501,-0.029,-0.164,0.078
TabPFN-TS,TFT,0.417,0.249,0.625,-0.017,-0.118,0.077
TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0
TabPFN-TS,Chronos-Bolt,0.458,0.25,0.667,0.015,-0.083,0.104
TabPFN-TS,Sundial-Base,0.583,0.417,0.792,0.004,-0.105,0.096
TabPFN-TS,DeepAR,0.5,0.292,0.708,0.107,0.003,0.203
TabPFN-TS,CatBoost,0.833,0.667,0.958,0.228,0.122,0.319
TabPFN-TS,LightGBM,0.833,0.667,0.958,0.309,0.178,0.444
TabPFN-TS,AutoARIMA,0.917,0.792,1.0,0.328,0.23,0.421
TabPFN-TS,Seasonal Naive,1.0,1.0,1.0,0.514,0.4,0.621
Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.252,-0.4,-0.15
Chronos-Bolt,Toto-1.0,0.104,0.0,0.23,-0.179,-0.264,-0.11
Chronos-Bolt,TimesFM-2.5,0.104,0.0,0.25,-0.146,-0.216,-0.084
Chronos-Bolt,TiRex,0.104,0.0,0.229,-0.135,-0.208,-0.077
Chronos-Bolt,FlowState,0.188,0.042,0.354,-0.146,-0.298,-0.04
Chronos-Bolt,Moirai-2.0,0.125,0.042,0.208,-0.098,-0.181,-0.046
Chronos-Bolt,PatchTST,0.333,0.167,0.5,-0.045,-0.214,0.076
Chronos-Bolt,TFT,0.417,0.208,0.625,-0.033,-0.116,0.041
Chronos-Bolt,TabPFN-TS,0.542,0.333,0.75,-0.016,-0.116,0.077
Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-Bolt,Sundial-Base,0.521,0.333,0.729,-0.012,-0.116,0.069
Chronos-Bolt,DeepAR,0.542,0.333,0.708,0.093,-0.014,0.176
Chronos-Bolt,CatBoost,0.917,0.792,1.0,0.216,0.134,0.288
Chronos-Bolt,LightGBM,0.917,0.792,1.0,0.298,0.186,0.43
Chronos-Bolt,AutoARIMA,0.958,0.875,1.0,0.317,0.236,0.402
Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.507,0.401,0.604
Sundial-Base,Chronos-2,0.0,0.0,0.0,-0.238,-0.307,-0.18
Sundial-Base,Toto-1.0,0.062,0.0,0.167,-0.166,-0.25,-0.078
Sundial-Base,TimesFM-2.5,0.104,0.0,0.229,-0.133,-0.196,-0.073
Sundial-Base,TiRex,0.062,0.0,0.167,-0.122,-0.206,-0.026
Sundial-Base,FlowState,0.146,0.021,0.312,-0.133,-0.229,-0.037
Sundial-Base,Moirai-2.0,0.104,0.0,0.229,-0.086,-0.17,0.011
Sundial-Base,PatchTST,0.208,0.082,0.375,-0.033,-0.15,0.08
Sundial-Base,TFT,0.25,0.083,0.417,-0.021,-0.113,0.073
Sundial-Base,TabPFN-TS,0.417,0.208,0.583,-0.004,-0.106,0.095
Sundial-Base,Chronos-Bolt,0.479,0.271,0.667,0.012,-0.074,0.104
Sundial-Base,Sundial-Base,0.5,0.5,0.5,0.0,0.0,0.0
Sundial-Base,DeepAR,0.458,0.25,0.667,0.103,-0.008,0.208
Sundial-Base,CatBoost,0.875,0.708,1.0,0.225,0.156,0.29
Sundial-Base,LightGBM,0.875,0.708,1.0,0.306,0.184,0.436
Sundial-Base,AutoARIMA,1.0,1.0,1.0,0.325,0.244,0.404
Sundial-Base,Seasonal Naive,1.0,1.0,1.0,0.512,0.407,0.612
DeepAR,Chronos-2,0.042,0.0,0.125,-0.381,-0.591,-0.21
DeepAR,Toto-1.0,0.042,0.0,0.125,-0.3,-0.412,-0.187
DeepAR,TimesFM-2.5,0.125,0.0,0.25,-0.263,-0.394,-0.136
DeepAR,TiRex,0.083,0.0,0.208,-0.252,-0.362,-0.142
DeepAR,FlowState,0.292,0.125,0.5,-0.264,-0.496,-0.059
DeepAR,Moirai-2.0,0.208,0.083,0.417,-0.211,-0.329,-0.095
DeepAR,PatchTST,0.271,0.083,0.458,-0.152,-0.365,-0.024
DeepAR,TFT,0.417,0.208,0.625,-0.138,-0.243,-0.051
DeepAR,TabPFN-TS,0.5,0.292,0.708,-0.12,-0.255,-0.003
DeepAR,Chronos-Bolt,0.458,0.292,0.667,-0.102,-0.214,0.014
DeepAR,Sundial-Base,0.542,0.333,0.75,-0.115,-0.262,0.008
DeepAR,DeepAR,0.5,0.5,0.5,0.0,0.0,0.0
DeepAR,CatBoost,0.625,0.417,0.833,0.136,0.028,0.246
DeepAR,LightGBM,0.667,0.458,0.875,0.226,0.075,0.389
DeepAR,AutoARIMA,0.812,0.646,0.958,0.248,0.157,0.336
DeepAR,Seasonal Naive,0.875,0.771,0.979,0.456,0.322,0.575
CatBoost,Chronos-2,0.0,0.0,0.0,-0.598,-0.752,-0.465
CatBoost,Toto-1.0,0.0,0.0,0.0,-0.504,-0.63,-0.398
CatBoost,TimesFM-2.5,0.083,0.0,0.208,-0.462,-0.623,-0.331
CatBoost,TiRex,0.0,0.0,0.0,-0.449,-0.57,-0.342
CatBoost,FlowState,0.042,0.0,0.125,-0.463,-0.664,-0.301
CatBoost,Moirai-2.0,0.0,0.0,0.0,-0.401,-0.528,-0.299
CatBoost,PatchTST,0.25,0.083,0.417,-0.333,-0.574,-0.128
CatBoost,TFT,0.083,0.0,0.208,-0.317,-0.474,-0.174
CatBoost,TabPFN-TS,0.167,0.042,0.333,-0.296,-0.468,-0.138
CatBoost,Chronos-Bolt,0.083,0.0,0.208,-0.276,-0.405,-0.154
CatBoost,Sundial-Base,0.125,0.0,0.292,-0.291,-0.408,-0.185
CatBoost,DeepAR,0.375,0.167,0.583,-0.157,-0.327,-0.029
CatBoost,CatBoost,0.5,0.5,0.5,0.0,0.0,0.0
CatBoost,LightGBM,0.75,0.583,0.917,0.105,0.001,0.226
CatBoost,AutoARIMA,0.667,0.458,0.833,0.129,0.044,0.201
CatBoost,Seasonal Naive,0.875,0.708,1.0,0.371,0.241,0.496
LightGBM,Chronos-2,0.0,0.0,0.0,-0.784,-1.174,-0.527
LightGBM,Toto-1.0,0.0,0.0,0.0,-0.68,-1.078,-0.44
LightGBM,TimesFM-2.5,0.083,0.0,0.208,-0.633,-1.047,-0.384
LightGBM,TiRex,0.042,0.0,0.125,-0.618,-0.967,-0.386
LightGBM,FlowState,0.042,0.0,0.125,-0.633,-1.027,-0.39
LightGBM,Moirai-2.0,0.0,0.0,0.0,-0.565,-0.921,-0.327
LightGBM,PatchTST,0.25,0.083,0.417,-0.489,-0.929,-0.217
LightGBM,TFT,0.125,0.0,0.292,-0.471,-0.836,-0.247
LightGBM,TabPFN-TS,0.167,0.042,0.333,-0.447,-0.799,-0.216
LightGBM,Chronos-Bolt,0.083,0.0,0.208,-0.425,-0.753,-0.228
LightGBM,Sundial-Base,0.125,0.0,0.292,-0.441,-0.774,-0.226
LightGBM,DeepAR,0.333,0.125,0.542,-0.292,-0.637,-0.081
LightGBM,CatBoost,0.25,0.083,0.417,-0.117,-0.291,-0.001
LightGBM,LightGBM,0.5,0.5,0.5,0.0,0.0,0.0
LightGBM,AutoARIMA,0.625,0.417,0.833,0.028,-0.134,0.153
LightGBM,Seasonal Naive,0.75,0.583,0.917,0.297,0.148,0.438
AutoARIMA,Chronos-2,0.0,0.0,0.0,-0.835,-1.111,-0.603
AutoARIMA,Toto-1.0,0.0,0.0,0.0,-0.728,-0.968,-0.55
AutoARIMA,TimesFM-2.5,0.0,0.0,0.0,-0.679,-0.926,-0.492
AutoARIMA,TiRex,0.0,0.0,0.0,-0.664,-0.869,-0.503
AutoARIMA,FlowState,0.0,0.0,0.0,-0.68,-0.99,-0.423
AutoARIMA,Moirai-2.0,0.0,0.0,0.0,-0.609,-0.823,-0.45
AutoARIMA,PatchTST,0.125,0.0,0.292,-0.531,-0.859,-0.306
AutoARIMA,TFT,0.083,0.0,0.208,-0.513,-0.707,-0.345
AutoARIMA,TabPFN-TS,0.083,0.0,0.208,-0.488,-0.726,-0.298
AutoARIMA,Chronos-Bolt,0.042,0.0,0.125,-0.465,-0.673,-0.308
AutoARIMA,Sundial-Base,0.0,0.0,0.0,-0.482,-0.679,-0.323
AutoARIMA,DeepAR,0.188,0.042,0.354,-0.329,-0.506,-0.187
AutoARIMA,CatBoost,0.333,0.167,0.542,-0.148,-0.252,-0.047
AutoARIMA,LightGBM,0.375,0.167,0.583,-0.028,-0.181,0.118
AutoARIMA,AutoARIMA,0.5,0.5,0.5,0.0,0.0,0.0
AutoARIMA,Seasonal Naive,0.792,0.646,0.917,0.277,0.135,0.405
Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.538,-2.236,-1.07
Seasonal Naive,Toto-1.0,0.0,0.0,0.0,-1.39,-2.004,-0.94
Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-1.323,-1.938,-0.904
Seasonal Naive,TiRex,0.0,0.0,0.0,-1.301,-1.867,-0.874
Seasonal Naive,FlowState,0.0,0.0,0.0,-1.323,-1.938,-0.909
Seasonal Naive,Moirai-2.0,0.0,0.0,0.0,-1.226,-1.784,-0.822
Seasonal Naive,PatchTST,0.042,0.0,0.125,-1.118,-1.802,-0.69
Seasonal Naive,TFT,0.042,0.0,0.125,-1.093,-1.61,-0.713
Seasonal Naive,TabPFN-TS,0.0,0.0,0.0,-1.058,-1.641,-0.667
Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-1.027,-1.526,-0.668
Seasonal Naive,Sundial-Base,0.0,0.0,0.0,-1.05,-1.579,-0.686
Seasonal Naive,DeepAR,0.125,0.021,0.229,-0.839,-1.352,-0.475
Seasonal Naive,CatBoost,0.125,0.0,0.292,-0.589,-0.984,-0.317
Seasonal Naive,LightGBM,0.25,0.083,0.417,-0.423,-0.781,-0.173
Seasonal Naive,AutoARIMA,0.208,0.083,0.354,-0.383,-0.682,-0.157
Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0