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,0.818,0.636,0.955,0.166,0.087,0.238
Chronos-2,TimesFM-2.5,0.773,0.591,0.955,0.166,0.089,0.237
Chronos-2,TabPFN-TS,0.909,0.773,1.0,0.125,0.069,0.18
Chronos-2,FlowState,0.909,0.773,1.0,0.191,0.113,0.255
Chronos-2,Toto-1.0,0.818,0.636,0.955,0.188,0.107,0.269
Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.193,0.127,0.256
Chronos-2,Moirai-2.0,1.0,1.0,1.0,0.2,0.134,0.264
Chronos-2,TFT,0.773,0.591,0.909,0.243,0.103,0.378
Chronos-2,DeepAR,0.818,0.636,0.955,0.249,0.149,0.354
Chronos-2,PatchTST,0.818,0.636,0.955,0.248,0.138,0.358
Chronos-2,Sundial-Base,0.955,0.864,1.0,0.25,0.186,0.313
Chronos-2,LightGBM,1.0,1.0,1.0,0.399,0.333,0.466
Chronos-2,CatBoost,1.0,1.0,1.0,0.374,0.316,0.43
Chronos-2,AutoARIMA,1.0,1.0,1.0,0.513,0.432,0.585
Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.597,0.518,0.669
TiRex,Chronos-2,0.182,0.045,0.364,-0.199,-0.312,-0.095
TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0
TiRex,TimesFM-2.5,0.636,0.409,0.818,0.0,-0.041,0.034
TiRex,TabPFN-TS,0.591,0.364,0.773,-0.049,-0.166,0.052
TiRex,FlowState,0.591,0.409,0.773,0.03,-0.016,0.073
TiRex,Toto-1.0,0.773,0.591,0.909,0.027,-0.024,0.064
TiRex,Chronos-Bolt,0.773,0.591,0.909,0.032,-0.001,0.06
TiRex,Moirai-2.0,0.818,0.636,0.955,0.041,0.019,0.061
TiRex,TFT,0.636,0.409,0.818,0.092,-0.097,0.252
TiRex,DeepAR,0.682,0.5,0.864,0.099,-0.044,0.215
TiRex,PatchTST,0.636,0.409,0.818,0.098,-0.059,0.23
TiRex,Sundial-Base,0.818,0.636,0.955,0.101,-0.006,0.194
TiRex,LightGBM,0.818,0.636,0.955,0.279,0.194,0.354
TiRex,CatBoost,0.864,0.727,1.0,0.249,0.174,0.313
TiRex,AutoARIMA,1.0,1.0,1.0,0.416,0.326,0.502
TiRex,Seasonal Naive,1.0,1.0,1.0,0.517,0.424,0.603
TimesFM-2.5,Chronos-2,0.227,0.045,0.409,-0.2,-0.31,-0.098
TimesFM-2.5,TiRex,0.364,0.182,0.591,-0.0,-0.035,0.039
TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
TimesFM-2.5,TabPFN-TS,0.545,0.318,0.728,-0.049,-0.168,0.048
TimesFM-2.5,FlowState,0.568,0.364,0.75,0.03,-0.007,0.067
TimesFM-2.5,Toto-1.0,0.523,0.34,0.727,0.026,-0.023,0.071
TimesFM-2.5,Chronos-Bolt,0.659,0.477,0.818,0.031,0.0,0.062
TimesFM-2.5,Moirai-2.0,0.705,0.523,0.886,0.041,-0.001,0.08
TimesFM-2.5,TFT,0.591,0.364,0.773,0.091,-0.1,0.251
TimesFM-2.5,DeepAR,0.727,0.545,0.909,0.099,-0.052,0.22
TimesFM-2.5,PatchTST,0.773,0.591,0.955,0.098,-0.068,0.231
TimesFM-2.5,Sundial-Base,0.818,0.636,0.955,0.1,-0.019,0.195
TimesFM-2.5,LightGBM,0.864,0.727,1.0,0.279,0.195,0.363
TimesFM-2.5,CatBoost,0.909,0.773,1.0,0.248,0.173,0.317
TimesFM-2.5,AutoARIMA,1.0,1.0,1.0,0.416,0.319,0.509
TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.516,0.416,0.61
TabPFN-TS,Chronos-2,0.091,0.0,0.227,-0.143,-0.22,-0.074
TabPFN-TS,TiRex,0.409,0.227,0.636,0.047,-0.055,0.142
TabPFN-TS,TimesFM-2.5,0.455,0.272,0.682,0.047,-0.05,0.144
TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0
TabPFN-TS,FlowState,0.545,0.364,0.727,0.075,-0.027,0.163
TabPFN-TS,Toto-1.0,0.591,0.409,0.773,0.072,-0.043,0.183
TabPFN-TS,Chronos-Bolt,0.591,0.409,0.818,0.077,-0.014,0.166
TabPFN-TS,Moirai-2.0,0.636,0.455,0.818,0.086,-0.004,0.171
TabPFN-TS,TFT,0.545,0.364,0.727,0.134,-0.01,0.264
TabPFN-TS,DeepAR,0.773,0.591,0.955,0.141,0.05,0.234
TabPFN-TS,PatchTST,0.591,0.364,0.773,0.14,0.029,0.252
TabPFN-TS,Sundial-Base,0.727,0.545,0.909,0.143,0.038,0.236
TabPFN-TS,LightGBM,0.955,0.864,1.0,0.313,0.242,0.38
TabPFN-TS,CatBoost,0.955,0.864,1.0,0.284,0.215,0.353
TabPFN-TS,AutoARIMA,0.955,0.864,1.0,0.443,0.35,0.523
TabPFN-TS,Seasonal Naive,1.0,1.0,1.0,0.539,0.453,0.615
FlowState,Chronos-2,0.091,0.0,0.227,-0.236,-0.343,-0.128
FlowState,TiRex,0.409,0.227,0.591,-0.031,-0.079,0.015
FlowState,TimesFM-2.5,0.432,0.25,0.636,-0.03,-0.072,0.007
FlowState,TabPFN-TS,0.455,0.273,0.636,-0.081,-0.195,0.026
FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0
FlowState,Toto-1.0,0.477,0.295,0.682,-0.003,-0.059,0.046
FlowState,Chronos-Bolt,0.659,0.455,0.818,0.002,-0.046,0.044
FlowState,Moirai-2.0,0.614,0.432,0.795,0.011,-0.033,0.056
FlowState,TFT,0.591,0.364,0.773,0.064,-0.132,0.234
FlowState,DeepAR,0.591,0.364,0.818,0.071,-0.081,0.203
FlowState,PatchTST,0.682,0.455,0.864,0.07,-0.093,0.206
FlowState,Sundial-Base,0.727,0.545,0.909,0.073,-0.044,0.172
FlowState,LightGBM,0.818,0.682,0.955,0.257,0.16,0.35
FlowState,CatBoost,0.909,0.773,1.0,0.226,0.146,0.303
FlowState,AutoARIMA,0.909,0.773,1.0,0.398,0.294,0.497
FlowState,Seasonal Naive,0.909,0.773,1.0,0.502,0.393,0.6
Toto-1.0,Chronos-2,0.182,0.045,0.364,-0.232,-0.367,-0.119
Toto-1.0,TiRex,0.227,0.091,0.409,-0.027,-0.068,0.023
Toto-1.0,TimesFM-2.5,0.477,0.273,0.66,-0.027,-0.077,0.023
Toto-1.0,TabPFN-TS,0.409,0.227,0.591,-0.078,-0.224,0.041
Toto-1.0,FlowState,0.523,0.318,0.705,0.003,-0.048,0.056
Toto-1.0,Toto-1.0,0.5,0.5,0.5,0.0,0.0,0.0
Toto-1.0,Chronos-Bolt,0.568,0.386,0.75,0.005,-0.045,0.054
Toto-1.0,Moirai-2.0,0.568,0.364,0.75,0.015,-0.037,0.071
Toto-1.0,TFT,0.636,0.409,0.818,0.067,-0.112,0.225
Toto-1.0,DeepAR,0.682,0.5,0.864,0.075,-0.105,0.22
Toto-1.0,PatchTST,0.591,0.364,0.773,0.073,-0.1,0.22
Toto-1.0,Sundial-Base,0.727,0.545,0.909,0.076,-0.049,0.183
Toto-1.0,LightGBM,0.818,0.636,0.955,0.259,0.158,0.361
Toto-1.0,CatBoost,0.864,0.727,1.0,0.228,0.142,0.313
Toto-1.0,AutoARIMA,0.955,0.864,1.0,0.4,0.303,0.498
Toto-1.0,Seasonal Naive,1.0,1.0,1.0,0.503,0.4,0.602
Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.238,-0.344,-0.145
Chronos-Bolt,TiRex,0.227,0.091,0.409,-0.033,-0.064,0.001
Chronos-Bolt,TimesFM-2.5,0.341,0.182,0.523,-0.032,-0.066,-0.0
Chronos-Bolt,TabPFN-TS,0.409,0.182,0.591,-0.083,-0.199,0.014
Chronos-Bolt,FlowState,0.341,0.182,0.545,-0.002,-0.046,0.044
Chronos-Bolt,Toto-1.0,0.432,0.25,0.614,-0.005,-0.057,0.043
Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-Bolt,Moirai-2.0,0.477,0.318,0.636,0.01,-0.019,0.041
Chronos-Bolt,TFT,0.545,0.318,0.773,0.062,-0.119,0.222
Chronos-Bolt,DeepAR,0.636,0.409,0.818,0.07,-0.073,0.193
Chronos-Bolt,PatchTST,0.636,0.409,0.818,0.069,-0.086,0.204
Chronos-Bolt,Sundial-Base,0.818,0.636,0.955,0.071,-0.042,0.169
Chronos-Bolt,LightGBM,0.864,0.727,1.0,0.255,0.174,0.335
Chronos-Bolt,CatBoost,0.909,0.773,1.0,0.224,0.154,0.291
Chronos-Bolt,AutoARIMA,1.0,1.0,1.0,0.397,0.307,0.489
Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.501,0.404,0.593
Moirai-2.0,Chronos-2,0.0,0.0,0.0,-0.25,-0.358,-0.155
Moirai-2.0,TiRex,0.182,0.045,0.364,-0.043,-0.066,-0.019
Moirai-2.0,TimesFM-2.5,0.295,0.114,0.477,-0.042,-0.087,0.001
Moirai-2.0,TabPFN-TS,0.364,0.182,0.545,-0.094,-0.206,0.004
Moirai-2.0,FlowState,0.386,0.205,0.568,-0.011,-0.06,0.032
Moirai-2.0,Toto-1.0,0.432,0.25,0.636,-0.015,-0.076,0.036
Moirai-2.0,Chronos-Bolt,0.523,0.364,0.682,-0.01,-0.042,0.019
Moirai-2.0,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0
Moirai-2.0,TFT,0.545,0.318,0.727,0.053,-0.141,0.222
Moirai-2.0,DeepAR,0.636,0.409,0.818,0.061,-0.088,0.181
Moirai-2.0,PatchTST,0.636,0.453,0.818,0.06,-0.097,0.189
Moirai-2.0,Sundial-Base,0.818,0.636,0.955,0.062,-0.043,0.153
Moirai-2.0,LightGBM,0.818,0.636,0.955,0.248,0.165,0.326
Moirai-2.0,CatBoost,0.864,0.727,1.0,0.217,0.144,0.278
Moirai-2.0,AutoARIMA,1.0,1.0,1.0,0.391,0.298,0.479
Moirai-2.0,Seasonal Naive,1.0,1.0,1.0,0.496,0.401,0.584
TFT,Chronos-2,0.227,0.091,0.409,-0.32,-0.607,-0.115
TFT,TiRex,0.364,0.182,0.591,-0.101,-0.338,0.089
TFT,TimesFM-2.5,0.409,0.227,0.636,-0.101,-0.336,0.091
TFT,TabPFN-TS,0.455,0.273,0.636,-0.155,-0.359,0.01
TFT,FlowState,0.409,0.227,0.636,-0.068,-0.306,0.116
TFT,Toto-1.0,0.364,0.182,0.591,-0.072,-0.29,0.101
TFT,Chronos-Bolt,0.455,0.227,0.682,-0.066,-0.285,0.107
TFT,Moirai-2.0,0.455,0.273,0.682,-0.056,-0.286,0.124
TFT,TFT,0.5,0.5,0.5,0.0,0.0,0.0
TFT,DeepAR,0.614,0.409,0.818,0.008,-0.125,0.156
TFT,PatchTST,0.705,0.5,0.886,0.007,-0.143,0.113
TFT,Sundial-Base,0.727,0.5,0.909,0.01,-0.23,0.175
TFT,LightGBM,0.727,0.545,0.909,0.206,0.052,0.345
TFT,CatBoost,0.773,0.591,0.955,0.173,-0.017,0.319
TFT,AutoARIMA,0.818,0.636,0.955,0.357,0.235,0.471
TFT,Seasonal Naive,0.864,0.727,1.0,0.468,0.359,0.57
DeepAR,Chronos-2,0.182,0.045,0.364,-0.331,-0.549,-0.175
DeepAR,TiRex,0.318,0.136,0.5,-0.11,-0.275,0.042
DeepAR,TimesFM-2.5,0.273,0.091,0.455,-0.11,-0.282,0.049
DeepAR,TabPFN-TS,0.227,0.045,0.409,-0.165,-0.306,-0.052
DeepAR,FlowState,0.409,0.182,0.636,-0.077,-0.255,0.075
DeepAR,Toto-1.0,0.318,0.136,0.5,-0.081,-0.282,0.095
DeepAR,Chronos-Bolt,0.364,0.182,0.591,-0.075,-0.24,0.068
DeepAR,Moirai-2.0,0.364,0.182,0.591,-0.065,-0.221,0.081
DeepAR,TFT,0.386,0.182,0.591,-0.008,-0.185,0.111
DeepAR,DeepAR,0.5,0.5,0.5,0.0,0.0,0.0
DeepAR,PatchTST,0.432,0.227,0.636,-0.001,-0.147,0.115
DeepAR,Sundial-Base,0.545,0.318,0.727,0.001,-0.193,0.136
DeepAR,LightGBM,0.818,0.636,0.955,0.199,0.106,0.285
DeepAR,CatBoost,0.773,0.591,0.955,0.166,0.043,0.265
DeepAR,AutoARIMA,0.909,0.773,1.0,0.352,0.247,0.442
DeepAR,Seasonal Naive,0.932,0.84,1.0,0.463,0.374,0.545
PatchTST,Chronos-2,0.182,0.045,0.364,-0.33,-0.559,-0.16
PatchTST,TiRex,0.364,0.182,0.591,-0.109,-0.298,0.056
PatchTST,TimesFM-2.5,0.227,0.045,0.409,-0.108,-0.3,0.064
PatchTST,TabPFN-TS,0.409,0.227,0.636,-0.163,-0.336,-0.03
PatchTST,FlowState,0.318,0.136,0.545,-0.076,-0.26,0.085
PatchTST,Toto-1.0,0.409,0.227,0.636,-0.079,-0.281,0.091
PatchTST,Chronos-Bolt,0.364,0.182,0.591,-0.074,-0.256,0.079
PatchTST,Moirai-2.0,0.364,0.182,0.547,-0.063,-0.233,0.088
PatchTST,TFT,0.295,0.114,0.5,-0.007,-0.127,0.125
PatchTST,DeepAR,0.568,0.364,0.773,0.001,-0.13,0.129
PatchTST,PatchTST,0.5,0.5,0.5,0.0,0.0,0.0
PatchTST,Sundial-Base,0.591,0.364,0.818,0.003,-0.203,0.157
PatchTST,LightGBM,0.727,0.545,0.909,0.2,0.049,0.338
PatchTST,CatBoost,0.727,0.545,0.909,0.167,0.007,0.302
PatchTST,AutoARIMA,0.818,0.636,0.955,0.352,0.204,0.475
PatchTST,Seasonal Naive,0.818,0.636,0.955,0.464,0.333,0.578
Sundial-Base,Chronos-2,0.045,0.0,0.136,-0.333,-0.455,-0.229
Sundial-Base,TiRex,0.182,0.045,0.364,-0.112,-0.241,0.006
Sundial-Base,TimesFM-2.5,0.182,0.045,0.364,-0.111,-0.243,0.018
Sundial-Base,TabPFN-TS,0.273,0.091,0.455,-0.166,-0.308,-0.039
Sundial-Base,FlowState,0.273,0.091,0.455,-0.079,-0.208,0.042
Sundial-Base,Toto-1.0,0.273,0.091,0.455,-0.082,-0.224,0.046
Sundial-Base,Chronos-Bolt,0.182,0.045,0.364,-0.077,-0.204,0.041
Sundial-Base,Moirai-2.0,0.182,0.045,0.364,-0.066,-0.181,0.041
Sundial-Base,TFT,0.273,0.091,0.5,-0.01,-0.211,0.187
Sundial-Base,DeepAR,0.455,0.273,0.682,-0.001,-0.157,0.162
Sundial-Base,PatchTST,0.409,0.182,0.636,-0.003,-0.186,0.168
Sundial-Base,Sundial-Base,0.5,0.5,0.5,0.0,0.0,0.0
Sundial-Base,LightGBM,0.864,0.727,1.0,0.198,0.115,0.285
Sundial-Base,CatBoost,0.864,0.727,1.0,0.165,0.103,0.219
Sundial-Base,AutoARIMA,0.909,0.773,1.0,0.351,0.257,0.435
Sundial-Base,Seasonal Naive,0.955,0.864,1.0,0.462,0.369,0.545
LightGBM,Chronos-2,0.0,0.0,0.0,-0.663,-0.874,-0.5
LightGBM,TiRex,0.182,0.045,0.364,-0.387,-0.549,-0.241
LightGBM,TimesFM-2.5,0.136,0.0,0.273,-0.386,-0.571,-0.242
LightGBM,TabPFN-TS,0.045,0.0,0.136,-0.455,-0.613,-0.32
LightGBM,FlowState,0.182,0.045,0.318,-0.345,-0.538,-0.19
LightGBM,Toto-1.0,0.182,0.045,0.364,-0.35,-0.564,-0.187
LightGBM,Chronos-Bolt,0.136,0.0,0.273,-0.343,-0.505,-0.211
LightGBM,Moirai-2.0,0.182,0.045,0.364,-0.33,-0.484,-0.198
LightGBM,TFT,0.273,0.091,0.455,-0.259,-0.527,-0.055
LightGBM,DeepAR,0.182,0.045,0.364,-0.249,-0.398,-0.118
LightGBM,PatchTST,0.273,0.091,0.455,-0.251,-0.512,-0.052
LightGBM,Sundial-Base,0.136,0.0,0.273,-0.247,-0.399,-0.129
LightGBM,LightGBM,0.5,0.5,0.5,0.0,0.0,0.0
LightGBM,CatBoost,0.318,0.136,0.545,-0.042,-0.113,0.024
LightGBM,AutoARIMA,0.773,0.591,0.909,0.19,0.094,0.275
LightGBM,Seasonal Naive,0.864,0.727,1.0,0.33,0.229,0.412
CatBoost,Chronos-2,0.0,0.0,0.0,-0.596,-0.753,-0.463
CatBoost,TiRex,0.136,0.0,0.273,-0.331,-0.456,-0.211
CatBoost,TimesFM-2.5,0.091,0.0,0.227,-0.331,-0.464,-0.209
CatBoost,TabPFN-TS,0.045,0.0,0.136,-0.396,-0.545,-0.273
CatBoost,FlowState,0.091,0.0,0.227,-0.291,-0.435,-0.171
CatBoost,Toto-1.0,0.136,0.0,0.273,-0.296,-0.455,-0.165
CatBoost,Chronos-Bolt,0.091,0.0,0.227,-0.289,-0.41,-0.182
CatBoost,Moirai-2.0,0.136,0.0,0.273,-0.277,-0.386,-0.168
CatBoost,TFT,0.227,0.045,0.409,-0.209,-0.468,0.017
CatBoost,DeepAR,0.227,0.045,0.409,-0.199,-0.361,-0.045
CatBoost,PatchTST,0.273,0.091,0.455,-0.2,-0.432,-0.007
CatBoost,Sundial-Base,0.136,0.0,0.273,-0.197,-0.281,-0.115
CatBoost,LightGBM,0.682,0.455,0.864,0.04,-0.024,0.101
CatBoost,CatBoost,0.5,0.5,0.5,0.0,0.0,0.0
CatBoost,AutoARIMA,0.727,0.545,0.909,0.223,0.112,0.324
CatBoost,Seasonal Naive,0.773,0.591,0.955,0.356,0.245,0.456
AutoARIMA,Chronos-2,0.0,0.0,0.0,-1.053,-1.408,-0.761
AutoARIMA,TiRex,0.0,0.0,0.0,-0.712,-1.007,-0.483
AutoARIMA,TimesFM-2.5,0.0,0.0,0.0,-0.711,-1.035,-0.469
AutoARIMA,TabPFN-TS,0.045,0.0,0.136,-0.796,-1.095,-0.539
AutoARIMA,FlowState,0.091,0.0,0.227,-0.661,-0.989,-0.416
AutoARIMA,Toto-1.0,0.045,0.0,0.136,-0.666,-0.992,-0.434
AutoARIMA,Chronos-Bolt,0.0,0.0,0.0,-0.658,-0.956,-0.442
AutoARIMA,Moirai-2.0,0.0,0.0,0.0,-0.642,-0.92,-0.424
AutoARIMA,TFT,0.182,0.045,0.364,-0.555,-0.889,-0.307
AutoARIMA,DeepAR,0.091,0.0,0.227,-0.542,-0.791,-0.329
AutoARIMA,PatchTST,0.182,0.045,0.364,-0.544,-0.907,-0.256
AutoARIMA,Sundial-Base,0.091,0.0,0.227,-0.54,-0.771,-0.345
AutoARIMA,LightGBM,0.227,0.091,0.409,-0.235,-0.378,-0.103
AutoARIMA,CatBoost,0.273,0.091,0.455,-0.286,-0.479,-0.126
AutoARIMA,AutoARIMA,0.5,0.5,0.5,0.0,0.0,0.0
AutoARIMA,Seasonal Naive,1.0,1.0,1.0,0.172,0.133,0.212
Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.48,-2.023,-1.074
Seasonal Naive,TiRex,0.0,0.0,0.0,-1.068,-1.516,-0.736
Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-1.067,-1.562,-0.712
Seasonal Naive,TabPFN-TS,0.0,0.0,0.0,-1.169,-1.597,-0.828
Seasonal Naive,FlowState,0.091,0.0,0.227,-1.006,-1.502,-0.648
Seasonal Naive,Toto-1.0,0.0,0.0,0.0,-1.013,-1.516,-0.667
Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-1.003,-1.456,-0.678
Seasonal Naive,Moirai-2.0,0.0,0.0,0.0,-0.984,-1.407,-0.67
Seasonal Naive,TFT,0.136,0.0,0.273,-0.878,-1.324,-0.56
Seasonal Naive,DeepAR,0.068,0.0,0.16,-0.863,-1.199,-0.598
Seasonal Naive,PatchTST,0.182,0.045,0.364,-0.865,-1.371,-0.499
Seasonal Naive,Sundial-Base,0.045,0.0,0.136,-0.86,-1.199,-0.585
Seasonal Naive,LightGBM,0.136,0.0,0.273,-0.491,-0.701,-0.297
Seasonal Naive,CatBoost,0.227,0.045,0.409,-0.554,-0.838,-0.324
Seasonal Naive,AutoARIMA,0.0,0.0,0.0,-0.208,-0.269,-0.153
Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0