tables/frequency_daily/pairwise_WQL.csv

model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper
t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
t0-beta,TimesFM-3,0.4,0.2,0.6,0.005,-0.026,0.038
t0-beta,Chronos-2,0.6,0.4,0.8,-0.001,-0.029,0.025
t0-beta,TiRex,0.7,0.5,0.9,0.069,0.016,0.135
t0-beta,TimesFM-2.5,0.8,0.6,0.95,0.068,0.014,0.13
t0-beta,TiRex-2,0.85,0.7,0.951,0.057,0.027,0.097
t0-beta,Toto-2.0-1B,0.9,0.75,1.0,0.077,0.032,0.13
t0-beta,Toto-2.0-2.5B,0.85,0.7,1.0,0.078,0.031,0.129
t0-beta,TabPFN-TS-3,0.75,0.55,0.901,0.045,-0.001,0.097
t0-beta,Toto-2.0-313m,0.85,0.7,1.0,0.079,0.029,0.136
t0-beta,Moirai-2.0,0.9,0.75,1.0,0.08,0.025,0.144
t0-beta,citras-fm,0.9,0.75,1.0,0.086,0.029,0.149
t0-beta,Toto-2.0-22m,0.9,0.75,1.0,0.101,0.046,0.162
t0-beta,Chronos-Bolt,0.95,0.85,1.0,0.104,0.044,0.163
t0-beta,TS-ICL,0.95,0.85,1.0,0.075,0.037,0.109
t0-beta,Seasonal Naive,1.0,1.0,1.0,0.447,0.369,0.522
TimesFM-3,t0-beta,0.6,0.4,0.8,-0.005,-0.04,0.025
TimesFM-3,TimesFM-3,0.5,0.5,0.5,0.0,0.0,0.0
TimesFM-3,Chronos-2,0.5,0.3,0.7,-0.006,-0.036,0.017
TimesFM-3,TiRex,0.7,0.5,0.85,0.064,0.016,0.121
TimesFM-3,TimesFM-2.5,0.8,0.6,0.95,0.063,0.019,0.112
TimesFM-3,TiRex-2,0.85,0.7,1.0,0.053,0.021,0.086
TimesFM-3,Toto-2.0-1B,0.75,0.55,0.9,0.073,0.026,0.12
TimesFM-3,Toto-2.0-2.5B,0.8,0.649,0.95,0.073,0.032,0.116
TimesFM-3,TabPFN-TS-3,0.8,0.649,0.95,0.04,-0.013,0.084
TimesFM-3,Toto-2.0-313m,0.85,0.7,1.0,0.075,0.02,0.13
TimesFM-3,Moirai-2.0,0.9,0.75,1.0,0.075,0.026,0.131
TimesFM-3,citras-fm,0.85,0.7,1.0,0.081,0.033,0.133
TimesFM-3,Toto-2.0-22m,0.8,0.6,0.95,0.097,0.036,0.155
TimesFM-3,Chronos-Bolt,0.95,0.85,1.0,0.099,0.053,0.145
TimesFM-3,TS-ICL,0.85,0.65,1.0,0.07,0.011,0.114
TimesFM-3,Seasonal Naive,1.0,1.0,1.0,0.444,0.375,0.508
Chronos-2,t0-beta,0.4,0.2,0.6,0.001,-0.026,0.028
Chronos-2,TimesFM-3,0.5,0.3,0.7,0.006,-0.018,0.035
Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-2,TiRex,0.6,0.4,0.8,0.07,0.006,0.143
Chronos-2,TimesFM-2.5,0.55,0.35,0.75,0.069,0.01,0.138
Chronos-2,TiRex-2,0.5,0.3,0.7,0.058,0.014,0.111
Chronos-2,Toto-2.0-1B,0.6,0.4,0.8,0.078,0.025,0.137
Chronos-2,Toto-2.0-2.5B,0.65,0.45,0.85,0.079,0.029,0.134
Chronos-2,TabPFN-TS-3,0.6,0.4,0.8,0.046,0.001,0.095
Chronos-2,Toto-2.0-313m,0.65,0.45,0.85,0.08,0.017,0.145
Chronos-2,Moirai-2.0,0.75,0.55,0.9,0.081,0.017,0.152
Chronos-2,citras-fm,0.75,0.55,0.9,0.087,0.022,0.157
Chronos-2,Toto-2.0-22m,0.7,0.5,0.85,0.102,0.035,0.174
Chronos-2,Chronos-Bolt,0.85,0.7,1.0,0.105,0.042,0.17
Chronos-2,TS-ICL,0.9,0.75,1.0,0.076,0.03,0.124
Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.448,0.371,0.518
TiRex,t0-beta,0.3,0.1,0.5,-0.074,-0.156,-0.016
TiRex,TimesFM-3,0.3,0.15,0.5,-0.069,-0.137,-0.016
TiRex,Chronos-2,0.4,0.2,0.6,-0.076,-0.167,-0.006
TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0
TiRex,TimesFM-2.5,0.55,0.35,0.75,-0.001,-0.021,0.019
TiRex,TiRex-2,0.55,0.35,0.75,-0.013,-0.057,0.022
TiRex,Toto-2.0-1B,0.55,0.35,0.75,0.009,-0.022,0.04
TiRex,Toto-2.0-2.5B,0.5,0.3,0.7,0.009,-0.024,0.04
TiRex,TabPFN-TS-3,0.6,0.4,0.8,-0.026,-0.14,0.059
TiRex,Toto-2.0-313m,0.5,0.3,0.7,0.011,-0.019,0.048
TiRex,Moirai-2.0,0.7,0.5,0.9,0.012,-0.005,0.029
TiRex,citras-fm,0.7,0.5,0.9,0.018,-0.003,0.041
TiRex,Toto-2.0-22m,0.6,0.4,0.8,0.034,0.007,0.063
TiRex,Chronos-Bolt,0.75,0.55,0.95,0.037,0.007,0.075
TiRex,TS-ICL,0.9,0.75,1.0,0.006,-0.09,0.06
TiRex,Seasonal Naive,1.0,1.0,1.0,0.406,0.332,0.479
TimesFM-2.5,t0-beta,0.2,0.05,0.4,-0.073,-0.149,-0.014
TimesFM-2.5,TimesFM-3,0.2,0.05,0.4,-0.067,-0.126,-0.02
TimesFM-2.5,Chronos-2,0.45,0.25,0.65,-0.074,-0.161,-0.01
TimesFM-2.5,TiRex,0.45,0.25,0.65,0.001,-0.019,0.021
TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
TimesFM-2.5,TiRex-2,0.55,0.35,0.75,-0.011,-0.049,0.024
TimesFM-2.5,Toto-2.0-1B,0.45,0.25,0.65,0.01,-0.026,0.048
TimesFM-2.5,Toto-2.0-2.5B,0.65,0.45,0.85,0.011,-0.027,0.046
TimesFM-2.5,TabPFN-TS-3,0.55,0.35,0.75,-0.025,-0.126,0.051
TimesFM-2.5,Toto-2.0-313m,0.55,0.3,0.75,0.012,-0.03,0.06
TimesFM-2.5,Moirai-2.0,0.65,0.475,0.85,0.013,-0.004,0.03
TimesFM-2.5,citras-fm,0.75,0.599,0.95,0.019,0.001,0.039
TimesFM-2.5,Toto-2.0-22m,0.7,0.5,0.9,0.036,-0.003,0.076
TimesFM-2.5,Chronos-Bolt,0.85,0.7,0.975,0.039,0.014,0.065
TimesFM-2.5,TS-ICL,0.8,0.6,0.95,0.007,-0.083,0.062
TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.407,0.34,0.474
TiRex-2,t0-beta,0.15,0.049,0.3,-0.061,-0.107,-0.028
TiRex-2,TimesFM-3,0.15,0.0,0.3,-0.056,-0.094,-0.022
TiRex-2,Chronos-2,0.5,0.3,0.7,-0.062,-0.125,-0.015
TiRex-2,TiRex,0.45,0.25,0.65,0.013,-0.023,0.054
TiRex-2,TimesFM-2.5,0.45,0.25,0.65,0.011,-0.024,0.046
TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.0
TiRex-2,Toto-2.0-1B,0.55,0.35,0.75,0.021,-0.021,0.063
TiRex-2,Toto-2.0-2.5B,0.55,0.3,0.75,0.022,-0.017,0.061
TiRex-2,TabPFN-TS-3,0.5,0.3,0.7,-0.014,-0.086,0.043
TiRex-2,Toto-2.0-313m,0.6,0.4,0.8,0.023,-0.022,0.069
TiRex-2,Moirai-2.0,0.65,0.45,0.85,0.024,-0.014,0.064
TiRex-2,citras-fm,0.65,0.45,0.85,0.03,-0.005,0.07
TiRex-2,Toto-2.0-22m,0.8,0.6,0.95,0.046,0.004,0.089
TiRex-2,Chronos-Bolt,0.75,0.55,0.95,0.049,0.009,0.087
TiRex-2,TS-ICL,0.8,0.6,0.95,0.018,-0.052,0.063
TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.414,0.342,0.483
Toto-2.0-1B,t0-beta,0.1,0.0,0.25,-0.084,-0.149,-0.033
Toto-2.0-1B,TimesFM-3,0.25,0.1,0.45,-0.078,-0.136,-0.027
Toto-2.0-1B,Chronos-2,0.4,0.2,0.6,-0.085,-0.159,-0.026
Toto-2.0-1B,TiRex,0.45,0.25,0.65,-0.009,-0.042,0.022
Toto-2.0-1B,TimesFM-2.5,0.55,0.35,0.75,-0.01,-0.051,0.026
Toto-2.0-1B,TiRex-2,0.45,0.25,0.65,-0.021,-0.067,0.02
Toto-2.0-1B,Toto-2.0-1B,0.5,0.5,0.5,0.0,0.0,0.0
Toto-2.0-1B,Toto-2.0-2.5B,0.45,0.25,0.65,0.001,-0.01,0.013
Toto-2.0-1B,TabPFN-TS-3,0.45,0.25,0.65,-0.035,-0.139,0.047
Toto-2.0-1B,Toto-2.0-313m,0.65,0.45,0.85,0.002,-0.014,0.016
Toto-2.0-1B,Moirai-2.0,0.55,0.35,0.75,0.003,-0.039,0.042
Toto-2.0-1B,citras-fm,0.65,0.45,0.85,0.009,-0.032,0.051
Toto-2.0-1B,Toto-2.0-22m,0.75,0.599,0.95,0.026,0.001,0.05
Toto-2.0-1B,Chronos-Bolt,0.6,0.4,0.8,0.029,-0.018,0.075
Toto-2.0-1B,TS-ICL,0.85,0.7,1.0,-0.003,-0.09,0.052
Toto-2.0-1B,Seasonal Naive,0.95,0.85,1.0,0.401,0.316,0.476
Toto-2.0-2.5B,t0-beta,0.15,0.0,0.3,-0.084,-0.148,-0.032
Toto-2.0-2.5B,TimesFM-3,0.2,0.05,0.351,-0.079,-0.131,-0.033
Toto-2.0-2.5B,Chronos-2,0.35,0.15,0.55,-0.085,-0.155,-0.03
Toto-2.0-2.5B,TiRex,0.5,0.3,0.7,-0.009,-0.042,0.023
Toto-2.0-2.5B,TimesFM-2.5,0.35,0.15,0.55,-0.011,-0.049,0.026
Toto-2.0-2.5B,TiRex-2,0.45,0.25,0.7,-0.022,-0.064,0.017
Toto-2.0-2.5B,Toto-2.0-1B,0.55,0.35,0.75,-0.001,-0.013,0.009
Toto-2.0-2.5B,Toto-2.0-2.5B,0.5,0.5,0.5,0.0,0.0,0.0
Toto-2.0-2.5B,TabPFN-TS-3,0.5,0.3,0.7,-0.036,-0.134,0.04
Toto-2.0-2.5B,Toto-2.0-313m,0.75,0.55,0.9,0.002,-0.022,0.021
Toto-2.0-2.5B,Moirai-2.0,0.55,0.35,0.75,0.002,-0.038,0.04
Toto-2.0-2.5B,citras-fm,0.55,0.35,0.75,0.009,-0.03,0.052
Toto-2.0-2.5B,Toto-2.0-22m,0.75,0.55,0.9,0.025,-0.008,0.054
Toto-2.0-2.5B,Chronos-Bolt,0.7,0.5,0.9,0.028,-0.017,0.071
Toto-2.0-2.5B,TS-ICL,0.75,0.55,0.901,-0.003,-0.089,0.051
Toto-2.0-2.5B,Seasonal Naive,0.95,0.85,1.0,0.401,0.318,0.478
TabPFN-TS-3,t0-beta,0.25,0.099,0.45,-0.047,-0.108,0.001
TabPFN-TS-3,TimesFM-3,0.2,0.05,0.351,-0.041,-0.092,0.013
TabPFN-TS-3,Chronos-2,0.4,0.2,0.6,-0.048,-0.105,-0.001
TabPFN-TS-3,TiRex,0.4,0.2,0.6,0.026,-0.062,0.123
TabPFN-TS-3,TimesFM-2.5,0.45,0.25,0.65,0.024,-0.054,0.112
TabPFN-TS-3,TiRex-2,0.5,0.3,0.7,0.013,-0.045,0.08
TabPFN-TS-3,Toto-2.0-1B,0.55,0.35,0.75,0.034,-0.05,0.122
TabPFN-TS-3,Toto-2.0-2.5B,0.5,0.3,0.7,0.035,-0.042,0.118
TabPFN-TS-3,TabPFN-TS-3,0.5,0.5,0.5,0.0,0.0,0.0
TabPFN-TS-3,Toto-2.0-313m,0.45,0.25,0.65,0.036,-0.058,0.131
TabPFN-TS-3,Moirai-2.0,0.5,0.3,0.7,0.037,-0.046,0.127
TabPFN-TS-3,citras-fm,0.55,0.35,0.75,0.043,-0.034,0.132
TabPFN-TS-3,Toto-2.0-22m,0.65,0.45,0.85,0.059,-0.037,0.153
TabPFN-TS-3,Chronos-Bolt,0.6,0.4,0.8,0.062,-0.0,0.147
TabPFN-TS-3,TS-ICL,0.8,0.649,0.95,0.031,-0.013,0.077
TabPFN-TS-3,Seasonal Naive,1.0,1.0,1.0,0.421,0.351,0.489
Toto-2.0-313m,t0-beta,0.15,0.0,0.3,-0.086,-0.157,-0.03
Toto-2.0-313m,TimesFM-3,0.15,0.0,0.3,-0.081,-0.149,-0.021
Toto-2.0-313m,Chronos-2,0.35,0.15,0.55,-0.087,-0.17,-0.017
Toto-2.0-313m,TiRex,0.5,0.3,0.7,-0.011,-0.05,0.018
Toto-2.0-313m,TimesFM-2.5,0.45,0.25,0.7,-0.012,-0.064,0.029
Toto-2.0-313m,TiRex-2,0.4,0.2,0.6,-0.024,-0.074,0.021
Toto-2.0-313m,Toto-2.0-1B,0.35,0.15,0.55,-0.002,-0.016,0.013
Toto-2.0-313m,Toto-2.0-2.5B,0.25,0.1,0.45,-0.002,-0.022,0.022
Toto-2.0-313m,TabPFN-TS-3,0.55,0.35,0.75,-0.038,-0.151,0.055
Toto-2.0-313m,Toto-2.0-313m,0.5,0.5,0.5,0.0,0.0,0.0
Toto-2.0-313m,Moirai-2.0,0.55,0.35,0.75,0.001,-0.049,0.041
Toto-2.0-313m,citras-fm,0.6,0.4,0.8,0.007,-0.041,0.051
Toto-2.0-313m,Toto-2.0-22m,0.85,0.7,1.0,0.024,0.008,0.042
Toto-2.0-313m,Chronos-Bolt,0.65,0.45,0.85,0.027,-0.03,0.081
Toto-2.0-313m,TS-ICL,0.7,0.5,0.9,-0.005,-0.1,0.057
Toto-2.0-313m,Seasonal Naive,0.95,0.85,1.0,0.4,0.309,0.483
Moirai-2.0,t0-beta,0.1,0.0,0.25,-0.087,-0.168,-0.025
Moirai-2.0,TimesFM-3,0.1,0.0,0.25,-0.081,-0.151,-0.027
Moirai-2.0,Chronos-2,0.25,0.1,0.45,-0.088,-0.179,-0.017
Moirai-2.0,TiRex,0.3,0.1,0.5,-0.012,-0.03,0.005
Moirai-2.0,TimesFM-2.5,0.35,0.15,0.525,-0.013,-0.031,0.004
Moirai-2.0,TiRex-2,0.35,0.15,0.55,-0.025,-0.068,0.014
Moirai-2.0,Toto-2.0-1B,0.45,0.25,0.65,-0.003,-0.043,0.038
Moirai-2.0,Toto-2.0-2.5B,0.45,0.25,0.65,-0.002,-0.042,0.037
Moirai-2.0,TabPFN-TS-3,0.5,0.3,0.7,-0.039,-0.146,0.044
Moirai-2.0,Toto-2.0-313m,0.45,0.25,0.65,-0.001,-0.042,0.047
Moirai-2.0,Moirai-2.0,0.5,0.5,0.5,0.0,0.0,0.0
Moirai-2.0,citras-fm,0.55,0.35,0.75,0.007,-0.007,0.02
Moirai-2.0,Toto-2.0-22m,0.55,0.3,0.75,0.023,-0.014,0.062
Moirai-2.0,Chronos-Bolt,0.55,0.375,0.701,0.026,-0.0,0.057
Moirai-2.0,TS-ICL,0.6,0.4,0.8,-0.006,-0.102,0.051
Moirai-2.0,Seasonal Naive,1.0,1.0,1.0,0.399,0.326,0.47
citras-fm,t0-beta,0.1,0.0,0.25,-0.094,-0.175,-0.03
citras-fm,TimesFM-3,0.15,0.0,0.3,-0.089,-0.154,-0.034
citras-fm,Chronos-2,0.25,0.1,0.45,-0.095,-0.186,-0.022
citras-fm,TiRex,0.3,0.1,0.5,-0.018,-0.042,0.003
citras-fm,TimesFM-2.5,0.25,0.05,0.401,-0.02,-0.041,-0.001
citras-fm,TiRex-2,0.35,0.15,0.55,-0.031,-0.076,0.005
citras-fm,Toto-2.0-1B,0.35,0.15,0.55,-0.01,-0.054,0.031
citras-fm,Toto-2.0-2.5B,0.45,0.25,0.65,-0.009,-0.055,0.029
citras-fm,TabPFN-TS-3,0.45,0.25,0.65,-0.045,-0.153,0.033
citras-fm,Toto-2.0-313m,0.4,0.2,0.6,-0.007,-0.054,0.039
citras-fm,Moirai-2.0,0.45,0.25,0.65,-0.007,-0.021,0.007
citras-fm,citras-fm,0.5,0.5,0.5,0.0,0.0,0.0
citras-fm,Toto-2.0-22m,0.55,0.3,0.75,0.017,-0.023,0.056
citras-fm,Chronos-Bolt,0.45,0.25,0.7,0.02,-0.004,0.05
citras-fm,TS-ICL,0.65,0.45,0.85,-0.013,-0.108,0.041
citras-fm,Seasonal Naive,1.0,1.0,1.0,0.395,0.324,0.466
Toto-2.0-22m,t0-beta,0.1,0.0,0.25,-0.113,-0.193,-0.049
Toto-2.0-22m,TimesFM-3,0.2,0.05,0.4,-0.107,-0.183,-0.038
Toto-2.0-22m,Chronos-2,0.3,0.15,0.5,-0.114,-0.211,-0.036
Toto-2.0-22m,TiRex,0.4,0.2,0.6,-0.036,-0.067,-0.007
Toto-2.0-22m,TimesFM-2.5,0.3,0.1,0.5,-0.037,-0.082,0.003
Toto-2.0-22m,TiRex-2,0.2,0.05,0.4,-0.049,-0.098,-0.004
Toto-2.0-22m,Toto-2.0-1B,0.25,0.05,0.401,-0.027,-0.052,-0.001
Toto-2.0-22m,Toto-2.0-2.5B,0.25,0.1,0.45,-0.026,-0.057,0.008
Toto-2.0-22m,TabPFN-TS-3,0.35,0.15,0.55,-0.063,-0.181,0.036
Toto-2.0-22m,Toto-2.0-313m,0.15,0.0,0.3,-0.024,-0.044,-0.008
Toto-2.0-22m,Moirai-2.0,0.45,0.25,0.7,-0.024,-0.066,0.014
Toto-2.0-22m,citras-fm,0.45,0.25,0.7,-0.017,-0.059,0.023
Toto-2.0-22m,Toto-2.0-22m,0.5,0.5,0.5,0.0,0.0,0.0
Toto-2.0-22m,Chronos-Bolt,0.55,0.35,0.75,0.003,-0.05,0.056
Toto-2.0-22m,TS-ICL,0.6,0.4,0.8,-0.03,-0.129,0.034
Toto-2.0-22m,Seasonal Naive,0.95,0.85,1.0,0.385,0.298,0.472
Chronos-Bolt,t0-beta,0.05,0.0,0.15,-0.116,-0.195,-0.046
Chronos-Bolt,TimesFM-3,0.05,0.0,0.15,-0.11,-0.17,-0.056
Chronos-Bolt,Chronos-2,0.15,0.0,0.3,-0.117,-0.205,-0.044
Chronos-Bolt,TiRex,0.25,0.05,0.45,-0.039,-0.081,-0.007
Chronos-Bolt,TimesFM-2.5,0.15,0.025,0.3,-0.04,-0.07,-0.015
Chronos-Bolt,TiRex-2,0.25,0.05,0.45,-0.052,-0.095,-0.009
Chronos-Bolt,Toto-2.0-1B,0.4,0.2,0.6,-0.03,-0.081,0.017
Chronos-Bolt,Toto-2.0-2.5B,0.3,0.1,0.5,-0.029,-0.077,0.016
Chronos-Bolt,TabPFN-TS-3,0.4,0.2,0.6,-0.066,-0.172,0.0
Chronos-Bolt,Toto-2.0-313m,0.35,0.15,0.55,-0.027,-0.088,0.029
Chronos-Bolt,Moirai-2.0,0.45,0.299,0.625,-0.027,-0.061,0.0
Chronos-Bolt,citras-fm,0.55,0.3,0.75,-0.02,-0.052,0.004
Chronos-Bolt,Toto-2.0-22m,0.45,0.25,0.65,-0.003,-0.059,0.048
Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0
Chronos-Bolt,TS-ICL,0.45,0.25,0.65,-0.033,-0.125,0.022
Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.383,0.321,0.445
TS-ICL,t0-beta,0.05,0.0,0.15,-0.081,-0.122,-0.039
TS-ICL,TimesFM-3,0.15,0.0,0.35,-0.075,-0.128,-0.011
TS-ICL,Chronos-2,0.1,0.0,0.25,-0.082,-0.141,-0.031
TS-ICL,TiRex,0.1,0.0,0.25,-0.006,-0.064,0.082
TS-ICL,TimesFM-2.5,0.2,0.05,0.4,-0.007,-0.066,0.077
TS-ICL,TiRex-2,0.2,0.05,0.4,-0.019,-0.068,0.049
TS-ICL,Toto-2.0-1B,0.15,0.0,0.3,0.003,-0.055,0.083
TS-ICL,Toto-2.0-2.5B,0.25,0.099,0.45,0.003,-0.053,0.082
TS-ICL,TabPFN-TS-3,0.2,0.05,0.351,-0.032,-0.084,0.013
TS-ICL,Toto-2.0-313m,0.3,0.1,0.5,0.005,-0.06,0.091
TS-ICL,Moirai-2.0,0.4,0.2,0.6,0.006,-0.054,0.092
TS-ICL,citras-fm,0.35,0.15,0.55,0.012,-0.043,0.098
TS-ICL,Toto-2.0-22m,0.4,0.2,0.6,0.029,-0.035,0.114
TS-ICL,Chronos-Bolt,0.55,0.35,0.75,0.032,-0.022,0.111
TS-ICL,TS-ICL,0.5,0.5,0.5,0.0,0.0,0.0
TS-ICL,Seasonal Naive,1.0,1.0,1.0,0.403,0.322,0.487
Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.809,-1.09,-0.584
Seasonal Naive,TimesFM-3,0.0,0.0,0.0,-0.8,-1.031,-0.601
Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.811,-1.075,-0.59
Seasonal Naive,TiRex,0.0,0.0,0.0,-0.684,-0.918,-0.498
Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.686,-0.901,-0.515
Seasonal Naive,TiRex-2,0.0,0.0,0.0,-0.705,-0.934,-0.519
Seasonal Naive,Toto-2.0-1B,0.05,0.0,0.15,-0.669,-0.91,-0.462
Seasonal Naive,Toto-2.0-2.5B,0.05,0.0,0.15,-0.668,-0.916,-0.467
Seasonal Naive,TabPFN-TS-3,0.0,0.0,0.0,-0.728,-0.958,-0.541
Seasonal Naive,Toto-2.0-313m,0.05,0.0,0.15,-0.666,-0.933,-0.447
Seasonal Naive,Moirai-2.0,0.0,0.0,0.0,-0.664,-0.888,-0.484
Seasonal Naive,citras-fm,0.0,0.0,0.0,-0.653,-0.872,-0.48
Seasonal Naive,Toto-2.0-22m,0.05,0.0,0.15,-0.626,-0.893,-0.424
Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-0.621,-0.801,-0.472
Seasonal Naive,TS-ICL,0.0,0.0,0.0,-0.674,-0.951,-0.474
Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0