Blame for pairwise.csv

board,metric,n_tasks,model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper
all,mase,290,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.628,0.572,0.686,0.005,0.001,0.007
all,mase,290,Timestral-209M + cov.,Timestral-209M,0.714,0.662,0.762,0.007,0.005,0.01
all,mase,290,Timestral-209M + cov.,TimesFM-3.0,0.7,0.645,0.752,0.013,0.01,0.016
all,mase,290,Timestral-209M + cov.,t0-gamma + cov.,0.766,0.717,0.814,0.015,0.011,0.019
all,mase,290,Timestral-209M + cov.,t0-gamma,0.852,0.81,0.893,0.026,0.023,0.03
all,mase,290,Timestral-209M + cov.,PatchTST-FM-r2,0.886,0.848,0.921,0.033,0.029,0.038
all,mase,290,Timestral-209M + cov.,t0-beta + cov.,0.859,0.817,0.897,0.036,0.031,0.04
all,mase,290,Timestral-209M + cov.,Chronos-2 + cov.,0.9,0.862,0.931,0.032,0.028,0.036
all,mase,290,Timestral-209M + cov.,TimesFM-2.5,0.883,0.841,0.917,0.04,0.035,0.045
all,mase,290,Timestral-209M + cov.,Toto-2.0-22M + cov.,0.928,0.897,0.955,0.042,0.038,0.047
all,mase,290,Timestral-209M + cov.,Chronos-2,0.948,0.924,0.972,0.039,0.034,0.043
all,mase,290,Timestral-209M + cov.,TiRex-2 + cov.,0.91,0.876,0.941,0.053,0.046,0.059
all,mase,290,Timestral-209M + cov.,t0-beta,0.914,0.879,0.948,0.047,0.042,0.051
all,mase,290,Timestral-209M + cov.,Toto-2.0-22M,0.948,0.921,0.972,0.049,0.044,0.055
all,mase,290,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.447,0.431,0.463
all,mase,290,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.372,0.314,0.428,-0.005,-0.007,-0.001
all,mase,290,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,TimesFM-3.0 + cov.,Timestral-209M,0.548,0.49,0.607,0.003,-0.0,0.006
all,mase,290,TimesFM-3.0 + cov.,TimesFM-3.0,0.707,0.655,0.755,0.009,0.007,0.011
all,mase,290,TimesFM-3.0 + cov.,t0-gamma + cov.,0.686,0.631,0.738,0.011,0.008,0.014
all,mase,290,TimesFM-3.0 + cov.,t0-gamma,0.838,0.8,0.879,0.022,0.019,0.025
all,mase,290,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.828,0.783,0.869,0.029,0.024,0.034
all,mase,290,TimesFM-3.0 + cov.,t0-beta + cov.,0.869,0.828,0.904,0.031,0.027,0.035
all,mase,290,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.821,0.772,0.866,0.028,0.023,0.032
all,mase,290,TimesFM-3.0 + cov.,TimesFM-2.5,0.852,0.81,0.89,0.035,0.031,0.04
all,mase,290,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.848,0.807,0.89,0.038,0.033,0.043
all,mase,290,TimesFM-3.0 + cov.,Chronos-2,0.897,0.859,0.931,0.034,0.03,0.038
all,mase,290,TimesFM-3.0 + cov.,TiRex-2 + cov.,0.866,0.824,0.9,0.048,0.041,0.055
all,mase,290,TimesFM-3.0 + cov.,t0-beta,0.9,0.866,0.931,0.042,0.038,0.047
all,mase,290,TimesFM-3.0 + cov.,Toto-2.0-22M,0.866,0.828,0.903,0.045,0.039,0.05
all,mase,290,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.444,0.428,0.461
all,mase,290,Timestral-209M,Timestral-209M + cov.,0.286,0.238,0.338,-0.007,-0.01,-0.005
all,mase,290,Timestral-209M,TimesFM-3.0 + cov.,0.452,0.393,0.51,-0.003,-0.006,0.0
all,mase,290,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,Timestral-209M,TimesFM-3.0,0.641,0.583,0.697,0.006,0.003,0.009
all,mase,290,Timestral-209M,t0-gamma + cov.,0.628,0.572,0.686,0.008,0.005,0.011
all,mase,290,Timestral-209M,t0-gamma,0.883,0.848,0.921,0.019,0.017,0.022
all,mase,290,Timestral-209M,PatchTST-FM-r2,0.783,0.731,0.828,0.026,0.022,0.031
all,mase,290,Timestral-209M,t0-beta + cov.,0.814,0.769,0.855,0.029,0.024,0.033
all,mase,290,Timestral-209M,Chronos-2 + cov.,0.824,0.783,0.866,0.025,0.021,0.03
all,mase,290,Timestral-209M,TimesFM-2.5,0.824,0.779,0.866,0.033,0.028,0.037
all,mase,290,Timestral-209M,Toto-2.0-22M + cov.,0.897,0.859,0.931,0.035,0.031,0.039
all,mase,290,Timestral-209M,Chronos-2,0.941,0.914,0.966,0.031,0.028,0.035
all,mase,290,Timestral-209M,TiRex-2 + cov.,0.897,0.859,0.931,0.046,0.04,0.052
all,mase,290,Timestral-209M,t0-beta,0.917,0.883,0.948,0.04,0.036,0.044
all,mase,290,Timestral-209M,Toto-2.0-22M,0.941,0.914,0.966,0.042,0.037,0.047
all,mase,290,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.443,0.426,0.459
all,mase,290,TimesFM-3.0,Timestral-209M + cov.,0.3,0.248,0.355,-0.013,-0.017,-0.01
all,mase,290,TimesFM-3.0,TimesFM-3.0 + cov.,0.293,0.245,0.345,-0.009,-0.011,-0.007
all,mase,290,TimesFM-3.0,Timestral-209M,0.359,0.303,0.417,-0.006,-0.009,-0.003
all,mase,290,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,TimesFM-3.0,t0-gamma + cov.,0.545,0.483,0.6,0.002,-0.001,0.005
all,mase,290,TimesFM-3.0,t0-gamma,0.738,0.69,0.786,0.013,0.011,0.016
all,mase,290,TimesFM-3.0,PatchTST-FM-r2,0.724,0.676,0.776,0.021,0.016,0.025
all,mase,290,TimesFM-3.0,t0-beta + cov.,0.776,0.728,0.824,0.023,0.019,0.027
all,mase,290,TimesFM-3.0,Chronos-2 + cov.,0.745,0.697,0.793,0.019,0.015,0.024
all,mase,290,TimesFM-3.0,TimesFM-2.5,0.855,0.814,0.893,0.027,0.023,0.031
all,mase,290,TimesFM-3.0,Toto-2.0-22M + cov.,0.766,0.717,0.814,0.029,0.025,0.034
all,mase,290,TimesFM-3.0,Chronos-2,0.824,0.779,0.866,0.026,0.022,0.029
all,mase,290,TimesFM-3.0,TiRex-2 + cov.,0.793,0.745,0.841,0.04,0.034,0.046
all,mase,290,TimesFM-3.0,t0-beta,0.872,0.831,0.91,0.034,0.03,0.038
all,mase,290,TimesFM-3.0,Toto-2.0-22M,0.821,0.776,0.866,0.036,0.031,0.042
all,mase,290,TimesFM-3.0,Seasonal Naive,1.0,1.0,1.0,0.439,0.423,0.456
all,mase,290,t0-gamma + cov.,Timestral-209M + cov.,0.234,0.186,0.283,-0.015,-0.019,-0.012
all,mase,290,t0-gamma + cov.,TimesFM-3.0 + cov.,0.314,0.262,0.369,-0.011,-0.014,-0.008
all,mase,290,t0-gamma + cov.,Timestral-209M,0.372,0.314,0.428,-0.008,-0.011,-0.005
all,mase,290,t0-gamma + cov.,TimesFM-3.0,0.455,0.4,0.517,-0.002,-0.005,0.001
all,mase,290,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,t0-gamma + cov.,t0-gamma,0.738,0.686,0.786,0.011,0.009,0.014
all,mase,290,t0-gamma + cov.,PatchTST-FM-r2,0.721,0.669,0.769,0.019,0.014,0.023
all,mase,290,t0-gamma + cov.,t0-beta + cov.,0.772,0.728,0.817,0.021,0.017,0.025
all,mase,290,t0-gamma + cov.,Chronos-2 + cov.,0.686,0.631,0.734,0.017,0.012,0.023
all,mase,290,t0-gamma + cov.,TimesFM-2.5,0.734,0.683,0.786,0.025,0.021,0.029
all,mase,290,t0-gamma + cov.,Toto-2.0-22M + cov.,0.797,0.752,0.841,0.027,0.023,0.033
all,mase,290,t0-gamma + cov.,Chronos-2,0.793,0.745,0.838,0.024,0.019,0.028
all,mase,290,t0-gamma + cov.,TiRex-2 + cov.,0.834,0.793,0.879,0.038,0.031,0.045
all,mase,290,t0-gamma + cov.,t0-beta,0.907,0.876,0.938,0.032,0.028,0.036
all,mase,290,t0-gamma + cov.,Toto-2.0-22M,0.831,0.79,0.872,0.034,0.029,0.04
all,mase,290,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.438,0.422,0.455
all,mase,290,t0-gamma,Timestral-209M + cov.,0.148,0.107,0.19,-0.027,-0.03,-0.024
all,mase,290,t0-gamma,TimesFM-3.0 + cov.,0.162,0.121,0.2,-0.022,-0.026,-0.019
all,mase,290,t0-gamma,Timestral-209M,0.117,0.079,0.152,-0.02,-0.022,-0.017
all,mase,290,t0-gamma,TimesFM-3.0,0.262,0.214,0.31,-0.014,-0.016,-0.011
all,mase,290,t0-gamma,t0-gamma + cov.,0.262,0.214,0.314,-0.011,-0.014,-0.009
all,mase,290,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,t0-gamma,PatchTST-FM-r2,0.472,0.414,0.528,0.007,0.003,0.012
all,mase,290,t0-gamma,t0-beta + cov.,0.597,0.538,0.648,0.01,0.006,0.013
all,mase,290,t0-gamma,Chronos-2 + cov.,0.586,0.531,0.641,0.006,0.001,0.011
all,mase,290,t0-gamma,TimesFM-2.5,0.645,0.586,0.7,0.014,0.01,0.018
all,mase,290,t0-gamma,Toto-2.0-22M + cov.,0.634,0.579,0.69,0.016,0.012,0.021
all,mase,290,t0-gamma,Chronos-2,0.655,0.603,0.71,0.013,0.009,0.016
all,mase,290,t0-gamma,TiRex-2 + cov.,0.693,0.641,0.745,0.027,0.021,0.033
all,mase,290,t0-gamma,t0-beta,0.852,0.81,0.89,0.021,0.018,0.024
all,mase,290,t0-gamma,Toto-2.0-22M,0.731,0.679,0.779,0.023,0.018,0.029
all,mase,290,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.432,0.415,0.448
all,mase,290,PatchTST-FM-r2,Timestral-209M + cov.,0.114,0.079,0.152,-0.035,-0.04,-0.03
all,mase,290,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.172,0.131,0.217,-0.03,-0.035,-0.025
all,mase,290,PatchTST-FM-r2,Timestral-209M,0.217,0.172,0.269,-0.027,-0.032,-0.022
all,mase,290,PatchTST-FM-r2,TimesFM-3.0,0.276,0.224,0.324,-0.021,-0.026,-0.017
all,mase,290,PatchTST-FM-r2,t0-gamma + cov.,0.279,0.231,0.331,-0.019,-0.023,-0.015
all,mase,290,PatchTST-FM-r2,t0-gamma,0.528,0.472,0.586,-0.007,-0.012,-0.003
all,mase,290,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,PatchTST-FM-r2,t0-beta + cov.,0.541,0.486,0.6,0.002,-0.002,0.007
all,mase,290,PatchTST-FM-r2,Chronos-2 + cov.,0.548,0.496,0.603,-0.001,-0.007,0.004
all,mase,290,PatchTST-FM-r2,TimesFM-2.5,0.59,0.534,0.648,0.006,0.002,0.011
all,mase,290,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.61,0.555,0.666,0.009,0.003,0.015
all,mase,290,PatchTST-FM-r2,Chronos-2,0.645,0.593,0.7,0.005,0.0,0.01
all,mase,290,PatchTST-FM-r2,TiRex-2 + cov.,0.631,0.579,0.686,0.02,0.013,0.028
all,mase,290,PatchTST-FM-r2,t0-beta,0.686,0.634,0.738,0.014,0.009,0.018
all,mase,290,PatchTST-FM-r2,Toto-2.0-22M,0.672,0.617,0.724,0.016,0.009,0.023
all,mase,290,PatchTST-FM-r2,Seasonal Naive,1.0,1.0,1.0,0.428,0.411,0.444
all,mase,290,t0-beta + cov.,Timestral-209M + cov.,0.141,0.103,0.183,-0.037,-0.042,-0.033
all,mase,290,t0-beta + cov.,TimesFM-3.0 + cov.,0.131,0.096,0.172,-0.032,-0.037,-0.028
all,mase,290,t0-beta + cov.,Timestral-209M,0.186,0.145,0.231,-0.03,-0.034,-0.025
all,mase,290,t0-beta + cov.,TimesFM-3.0,0.224,0.176,0.272,-0.023,-0.028,-0.019
all,mase,290,t0-beta + cov.,t0-gamma + cov.,0.228,0.183,0.272,-0.021,-0.025,-0.017
all,mase,290,t0-beta + cov.,t0-gamma,0.403,0.352,0.462,-0.01,-0.014,-0.006
all,mase,290,t0-beta + cov.,PatchTST-FM-r2,0.459,0.4,0.514,-0.002,-0.007,0.002
all,mase,290,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,t0-beta + cov.,Chronos-2 + cov.,0.462,0.407,0.517,-0.004,-0.009,0.002
all,mase,290,t0-beta + cov.,TimesFM-2.5,0.583,0.524,0.638,0.004,-0.0,0.008
all,mase,290,t0-beta + cov.,Toto-2.0-22M + cov.,0.628,0.572,0.683,0.007,0.002,0.011
all,mase,290,t0-beta + cov.,Chronos-2,0.548,0.496,0.603,0.003,-0.001,0.008
all,mase,290,t0-beta + cov.,TiRex-2 + cov.,0.659,0.607,0.714,0.017,0.012,0.023
all,mase,290,t0-beta + cov.,t0-beta,0.755,0.707,0.803,0.011,0.009,0.014
all,mase,290,t0-beta + cov.,Toto-2.0-22M,0.697,0.648,0.745,0.014,0.008,0.02
all,mase,290,t0-beta + cov.,Seasonal Naive,1.0,1.0,1.0,0.426,0.409,0.443
all,mase,290,Chronos-2 + cov.,Timestral-209M + cov.,0.1,0.069,0.138,-0.033,-0.037,-0.029
all,mase,290,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.179,0.134,0.228,-0.029,-0.033,-0.024
all,mase,290,Chronos-2 + cov.,Timestral-209M,0.176,0.134,0.217,-0.026,-0.031,-0.021
all,mase,290,Chronos-2 + cov.,TimesFM-3.0,0.255,0.207,0.303,-0.02,-0.025,-0.015
all,mase,290,Chronos-2 + cov.,t0-gamma + cov.,0.314,0.266,0.369,-0.018,-0.023,-0.012
all,mase,290,Chronos-2 + cov.,t0-gamma,0.414,0.359,0.469,-0.006,-0.011,-0.001
all,mase,290,Chronos-2 + cov.,PatchTST-FM-r2,0.452,0.397,0.504,0.001,-0.004,0.007
all,mase,290,Chronos-2 + cov.,t0-beta + cov.,0.538,0.483,0.593,0.004,-0.002,0.009
all,mase,290,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,Chronos-2 + cov.,TimesFM-2.5,0.531,0.476,0.586,0.008,0.002,0.013
all,mase,290,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.569,0.514,0.624,0.01,0.005,0.015
all,mase,290,Chronos-2 + cov.,Chronos-2,0.583,0.528,0.641,0.006,0.003,0.01
all,mase,290,Chronos-2 + cov.,TiRex-2 + cov.,0.617,0.562,0.672,0.021,0.015,0.028
all,mase,290,Chronos-2 + cov.,t0-beta,0.624,0.566,0.676,0.015,0.01,0.02
all,mase,290,Chronos-2 + cov.,Toto-2.0-22M,0.61,0.552,0.666,0.017,0.012,0.023
all,mase,290,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.428,0.412,0.444
all,mase,290,TimesFM-2.5,Timestral-209M + cov.,0.117,0.083,0.159,-0.041,-0.047,-0.037
all,mase,290,TimesFM-2.5,TimesFM-3.0 + cov.,0.148,0.11,0.19,-0.037,-0.042,-0.032
all,mase,290,TimesFM-2.5,Timestral-209M,0.176,0.134,0.221,-0.034,-0.039,-0.029
all,mase,290,TimesFM-2.5,TimesFM-3.0,0.145,0.107,0.186,-0.028,-0.032,-0.024
all,mase,290,TimesFM-2.5,t0-gamma + cov.,0.266,0.214,0.317,-0.025,-0.03,-0.021
all,mase,290,TimesFM-2.5,t0-gamma,0.355,0.3,0.414,-0.014,-0.018,-0.01
all,mase,290,TimesFM-2.5,PatchTST-FM-r2,0.41,0.352,0.466,-0.006,-0.011,-0.002
all,mase,290,TimesFM-2.5,t0-beta + cov.,0.417,0.362,0.476,-0.004,-0.008,0.0
all,mase,290,TimesFM-2.5,Chronos-2 + cov.,0.469,0.414,0.524,-0.008,-0.014,-0.002
all,mase,290,TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,TimesFM-2.5,Toto-2.0-22M + cov.,0.552,0.5,0.61,0.003,-0.003,0.008
all,mase,290,TimesFM-2.5,Chronos-2,0.572,0.517,0.631,-0.001,-0.006,0.004
all,mase,290,TimesFM-2.5,TiRex-2 + cov.,0.61,0.555,0.669,0.013,0.008,0.019
all,mase,290,TimesFM-2.5,t0-beta,0.548,0.493,0.607,0.007,0.004,0.011
all,mase,290,TimesFM-2.5,Toto-2.0-22M,0.607,0.552,0.666,0.01,0.003,0.016
all,mase,290,TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.424,0.407,0.44
all,mase,290,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.072,0.045,0.103,-0.044,-0.05,-0.039
all,mase,290,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.152,0.11,0.193,-0.039,-0.045,-0.034
all,mase,290,Toto-2.0-22M + cov.,Timestral-209M,0.103,0.069,0.141,-0.036,-0.041,-0.032
all,mase,290,Toto-2.0-22M + cov.,TimesFM-3.0,0.234,0.186,0.283,-0.03,-0.036,-0.026
all,mase,290,Toto-2.0-22M + cov.,t0-gamma + cov.,0.203,0.159,0.248,-0.028,-0.034,-0.023
all,mase,290,Toto-2.0-22M + cov.,t0-gamma,0.366,0.31,0.421,-0.017,-0.022,-0.012
all,mase,290,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.39,0.334,0.445,-0.009,-0.016,-0.003
all,mase,290,Toto-2.0-22M + cov.,t0-beta + cov.,0.372,0.317,0.428,-0.007,-0.011,-0.002
all,mase,290,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.431,0.376,0.486,-0.01,-0.016,-0.005
all,mase,290,Toto-2.0-22M + cov.,TimesFM-2.5,0.448,0.39,0.5,-0.003,-0.008,0.003
all,mase,290,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,Toto-2.0-22M + cov.,Chronos-2,0.455,0.397,0.51,-0.004,-0.008,0.0
all,mase,290,Toto-2.0-22M + cov.,TiRex-2 + cov.,0.562,0.503,0.624,0.011,0.006,0.015
all,mase,290,Toto-2.0-22M + cov.,t0-beta,0.531,0.469,0.593,0.005,0.0,0.009
all,mase,290,Toto-2.0-22M + cov.,Toto-2.0-22M,0.669,0.617,0.721,0.007,0.003,0.012
all,mase,290,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.422,0.406,0.439
all,mase,290,Chronos-2,Timestral-209M + cov.,0.052,0.028,0.076,-0.04,-0.045,-0.036
all,mase,290,Chronos-2,TimesFM-3.0 + cov.,0.103,0.069,0.141,-0.035,-0.039,-0.031
all,mase,290,Chronos-2,Timestral-209M,0.059,0.034,0.086,-0.032,-0.036,-0.029
all,mase,290,Chronos-2,TimesFM-3.0,0.176,0.134,0.221,-0.026,-0.03,-0.023
all,mase,290,Chronos-2,t0-gamma + cov.,0.207,0.162,0.255,-0.024,-0.029,-0.02
all,mase,290,Chronos-2,t0-gamma,0.345,0.29,0.397,-0.013,-0.017,-0.009
all,mase,290,Chronos-2,PatchTST-FM-r2,0.355,0.3,0.407,-0.005,-0.01,-0.0
all,mase,290,Chronos-2,t0-beta + cov.,0.452,0.397,0.504,-0.003,-0.008,0.001
all,mase,290,Chronos-2,Chronos-2 + cov.,0.417,0.359,0.472,-0.006,-0.01,-0.003
all,mase,290,Chronos-2,TimesFM-2.5,0.428,0.369,0.483,0.001,-0.004,0.006
all,mase,290,Chronos-2,Toto-2.0-22M + cov.,0.545,0.49,0.603,0.004,-0.0,0.008
all,mase,290,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,Chronos-2,TiRex-2 + cov.,0.593,0.541,0.641,0.015,0.008,0.021
all,mase,290,Chronos-2,t0-beta,0.607,0.552,0.659,0.008,0.004,0.012
all,mase,290,Chronos-2,Toto-2.0-22M,0.645,0.593,0.7,0.011,0.006,0.016
all,mase,290,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.425,0.409,0.441
all,mase,290,TiRex-2 + cov.,Timestral-209M + cov.,0.09,0.059,0.124,-0.055,-0.063,-0.049
all,mase,290,TiRex-2 + cov.,TimesFM-3.0 + cov.,0.134,0.1,0.176,-0.051,-0.058,-0.043
all,mase,290,TiRex-2 + cov.,Timestral-209M,0.103,0.069,0.141,-0.048,-0.055,-0.041
all,mase,290,TiRex-2 + cov.,TimesFM-3.0,0.207,0.159,0.255,-0.042,-0.049,-0.035
all,mase,290,TiRex-2 + cov.,t0-gamma + cov.,0.166,0.121,0.207,-0.039,-0.048,-0.032
all,mase,290,TiRex-2 + cov.,t0-gamma,0.307,0.255,0.359,-0.028,-0.035,-0.021
all,mase,290,TiRex-2 + cov.,PatchTST-FM-r2,0.369,0.314,0.421,-0.02,-0.029,-0.013
all,mase,290,TiRex-2 + cov.,t0-beta + cov.,0.341,0.286,0.393,-0.018,-0.024,-0.012
all,mase,290,TiRex-2 + cov.,Chronos-2 + cov.,0.383,0.328,0.438,-0.021,-0.028,-0.015
all,mase,290,TiRex-2 + cov.,TimesFM-2.5,0.39,0.331,0.445,-0.014,-0.02,-0.008
all,mase,290,TiRex-2 + cov.,Toto-2.0-22M + cov.,0.438,0.376,0.497,-0.011,-0.016,-0.006
all,mase,290,TiRex-2 + cov.,Chronos-2,0.407,0.359,0.459,-0.015,-0.021,-0.008
all,mase,290,TiRex-2 + cov.,TiRex-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,TiRex-2 + cov.,t0-beta,0.497,0.441,0.555,-0.006,-0.012,-0.001
all,mase,290,TiRex-2 + cov.,Toto-2.0-22M,0.517,0.459,0.572,-0.004,-0.011,0.003
all,mase,290,TiRex-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.416,0.398,0.433
all,mase,290,t0-beta,Timestral-209M + cov.,0.086,0.052,0.121,-0.049,-0.053,-0.044
all,mase,290,t0-beta,TimesFM-3.0 + cov.,0.1,0.069,0.134,-0.044,-0.049,-0.039
all,mase,290,t0-beta,Timestral-209M,0.083,0.052,0.117,-0.041,-0.046,-0.037
all,mase,290,t0-beta,TimesFM-3.0,0.128,0.09,0.169,-0.035,-0.039,-0.031
all,mase,290,t0-beta,t0-gamma + cov.,0.093,0.062,0.124,-0.033,-0.037,-0.029
all,mase,290,t0-beta,t0-gamma,0.148,0.11,0.19,-0.021,-0.024,-0.018
all,mase,290,t0-beta,PatchTST-FM-r2,0.314,0.262,0.366,-0.014,-0.018,-0.009
all,mase,290,t0-beta,t0-beta + cov.,0.245,0.197,0.293,-0.011,-0.014,-0.009
all,mase,290,t0-beta,Chronos-2 + cov.,0.376,0.324,0.434,-0.015,-0.021,-0.01
all,mase,290,t0-beta,TimesFM-2.5,0.452,0.393,0.507,-0.007,-0.011,-0.004
all,mase,290,t0-beta,Toto-2.0-22M + cov.,0.469,0.407,0.531,-0.005,-0.009,-0.0
all,mase,290,t0-beta,Chronos-2,0.393,0.341,0.448,-0.008,-0.013,-0.004
all,mase,290,t0-beta,TiRex-2 + cov.,0.503,0.445,0.559,0.006,0.001,0.012
all,mase,290,t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,t0-beta,Toto-2.0-22M,0.538,0.483,0.593,0.003,-0.003,0.008
all,mase,290,t0-beta,Seasonal Naive,1.0,1.0,1.0,0.42,0.403,0.436
all,mase,290,Toto-2.0-22M,Timestral-209M + cov.,0.052,0.028,0.079,-0.051,-0.058,-0.046
all,mase,290,Toto-2.0-22M,TimesFM-3.0 + cov.,0.134,0.097,0.172,-0.047,-0.053,-0.041
all,mase,290,Toto-2.0-22M,Timestral-209M,0.059,0.034,0.086,-0.044,-0.05,-0.038
all,mase,290,Toto-2.0-22M,TimesFM-3.0,0.179,0.134,0.224,-0.038,-0.044,-0.032
all,mase,290,Toto-2.0-22M,t0-gamma + cov.,0.169,0.128,0.21,-0.035,-0.042,-0.029
all,mase,290,Toto-2.0-22M,t0-gamma,0.269,0.221,0.321,-0.024,-0.03,-0.018
all,mase,290,Toto-2.0-22M,PatchTST-FM-r2,0.328,0.276,0.383,-0.016,-0.023,-0.01
all,mase,290,Toto-2.0-22M,t0-beta + cov.,0.303,0.255,0.352,-0.014,-0.02,-0.008
all,mase,290,Toto-2.0-22M,Chronos-2 + cov.,0.39,0.334,0.448,-0.018,-0.023,-0.012
all,mase,290,Toto-2.0-22M,TimesFM-2.5,0.393,0.334,0.448,-0.01,-0.016,-0.003
all,mase,290,Toto-2.0-22M,Toto-2.0-22M + cov.,0.331,0.279,0.383,-0.007,-0.012,-0.003
all,mase,290,Toto-2.0-22M,Chronos-2,0.355,0.3,0.407,-0.011,-0.016,-0.006
all,mase,290,Toto-2.0-22M,TiRex-2 + cov.,0.483,0.428,0.541,0.004,-0.003,0.01
all,mase,290,Toto-2.0-22M,t0-beta,0.462,0.407,0.517,-0.003,-0.008,0.003
all,mase,290,Toto-2.0-22M,Toto-2.0-22M,0.5,0.5,0.5,0.0,0.0,0.0
all,mase,290,Toto-2.0-22M,Seasonal Naive,0.997,0.99,1.0,0.418,0.401,0.435
all,mase,290,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-0.808,-0.861,-0.756
all,mase,290,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-0.799,-0.854,-0.748
all,mase,290,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-0.794,-0.849,-0.742
all,mase,290,Seasonal Naive,TimesFM-3.0,0.0,0.0,0.0,-0.784,-0.837,-0.733
all,mase,290,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-0.78,-0.834,-0.729
all,mase,290,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-0.76,-0.812,-0.71
all,mase,290,Seasonal Naive,PatchTST-FM-r2,0.0,0.0,0.0,-0.747,-0.798,-0.699
all,mase,290,Seasonal Naive,t0-beta + cov.,0.0,0.0,0.0,-0.743,-0.794,-0.693
all,mase,290,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-0.749,-0.799,-0.701
all,mase,290,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.736,-0.786,-0.687
all,mase,290,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-0.731,-0.783,-0.682
all,mase,290,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.738,-0.788,-0.691
all,mase,290,Seasonal Naive,TiRex-2 + cov.,0.0,0.0,0.0,-0.713,-0.764,-0.662
all,mase,290,Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.723,-0.772,-0.675
all,mase,290,Seasonal Naive,Toto-2.0-22M,0.003,0.0,0.01,-0.719,-0.771,-0.67
all,mase,290,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.592,0.52,0.671,0.002,-0.001,0.007
weekly,mase,152,Timestral-209M + cov.,Timestral-209M,0.789,0.724,0.855,0.009,0.006,0.012
weekly,mase,152,Timestral-209M + cov.,TimesFM-3.0,0.632,0.553,0.704,0.007,0.003,0.011
weekly,mase,152,Timestral-209M + cov.,t0-gamma + cov.,0.743,0.678,0.816,0.011,0.006,0.017
weekly,mase,152,Timestral-209M + cov.,PatchTST-FM-r2,0.862,0.803,0.915,0.019,0.014,0.023
weekly,mase,152,Timestral-209M + cov.,t0-beta + cov.,0.862,0.803,0.914,0.028,0.023,0.032
weekly,mase,152,Timestral-209M + cov.,Chronos-2 + cov.,0.901,0.855,0.947,0.029,0.024,0.035
weekly,mase,152,Timestral-209M + cov.,t0-gamma,0.895,0.842,0.941,0.027,0.022,0.031
weekly,mase,152,Timestral-209M + cov.,TimesFM-2.5,0.855,0.796,0.908,0.033,0.027,0.038
weekly,mase,152,Timestral-209M + cov.,Chronos-2,0.947,0.908,0.98,0.035,0.031,0.04
weekly,mase,152,Timestral-209M + cov.,TiRex-2 + cov.,0.928,0.888,0.967,0.059,0.05,0.068
weekly,mase,152,Timestral-209M + cov.,t0-beta,0.941,0.901,0.974,0.043,0.038,0.048
weekly,mase,152,Timestral-209M + cov.,Toto-2.0-22M + cov.,1.0,1.0,1.0,0.052,0.047,0.058
weekly,mase,152,Timestral-209M + cov.,TiRex-2,0.914,0.868,0.954,0.061,0.052,0.07
weekly,mase,152,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.479,0.455,0.501
weekly,mase,152,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.408,0.329,0.48,-0.002,-0.007,0.001
weekly,mase,152,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,TimesFM-3.0 + cov.,Timestral-209M,0.559,0.48,0.638,0.006,0.002,0.01
weekly,mase,152,TimesFM-3.0 + cov.,TimesFM-3.0,0.638,0.566,0.717,0.005,0.002,0.007
weekly,mase,152,TimesFM-3.0 + cov.,t0-gamma + cov.,0.638,0.559,0.711,0.009,0.004,0.014
weekly,mase,152,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.783,0.717,0.849,0.016,0.012,0.02
weekly,mase,152,TimesFM-3.0 + cov.,t0-beta + cov.,0.862,0.803,0.914,0.025,0.02,0.03
weekly,mase,152,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.796,0.73,0.855,0.027,0.02,0.033
weekly,mase,152,TimesFM-3.0 + cov.,t0-gamma,0.868,0.816,0.921,0.024,0.02,0.028
weekly,mase,152,TimesFM-3.0 + cov.,TimesFM-2.5,0.842,0.783,0.895,0.03,0.025,0.036
weekly,mase,152,TimesFM-3.0 + cov.,Chronos-2,0.868,0.816,0.921,0.033,0.027,0.038
weekly,mase,152,TimesFM-3.0 + cov.,TiRex-2 + cov.,0.855,0.803,0.908,0.057,0.046,0.067
weekly,mase,152,TimesFM-3.0 + cov.,t0-beta,0.901,0.849,0.941,0.041,0.035,0.046
weekly,mase,152,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.908,0.855,0.947,0.05,0.043,0.057
weekly,mase,152,TimesFM-3.0 + cov.,TiRex-2,0.875,0.822,0.921,0.058,0.048,0.069
weekly,mase,152,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.477,0.454,0.5
weekly,mase,152,Timestral-209M,Timestral-209M + cov.,0.211,0.145,0.276,-0.009,-0.012,-0.006
weekly,mase,152,Timestral-209M,TimesFM-3.0 + cov.,0.441,0.362,0.52,-0.006,-0.01,-0.002
weekly,mase,152,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,Timestral-209M,TimesFM-3.0,0.533,0.454,0.612,-0.002,-0.005,0.001
weekly,mase,152,Timestral-209M,t0-gamma + cov.,0.586,0.513,0.671,0.002,-0.002,0.007
weekly,mase,152,Timestral-209M,PatchTST-FM-r2,0.743,0.671,0.809,0.01,0.006,0.014
weekly,mase,152,Timestral-209M,t0-beta + cov.,0.803,0.737,0.862,0.019,0.015,0.023
weekly,mase,152,Timestral-209M,Chronos-2 + cov.,0.809,0.743,0.868,0.021,0.014,0.027
weekly,mase,152,Timestral-209M,t0-gamma,0.908,0.862,0.954,0.018,0.015,0.021
weekly,mase,152,Timestral-209M,TimesFM-2.5,0.836,0.77,0.888,0.024,0.02,0.028
weekly,mase,152,Timestral-209M,Chronos-2,0.934,0.888,0.967,0.027,0.022,0.031
weekly,mase,152,Timestral-209M,TiRex-2 + cov.,0.928,0.882,0.967,0.05,0.042,0.059
weekly,mase,152,Timestral-209M,t0-beta,0.954,0.914,0.98,0.035,0.031,0.038
weekly,mase,152,Timestral-209M,Toto-2.0-22M + cov.,0.961,0.928,0.987,0.044,0.039,0.048
weekly,mase,152,Timestral-209M,TiRex-2,0.947,0.908,0.98,0.052,0.044,0.06
weekly,mase,152,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.474,0.45,0.498
weekly,mase,152,TimesFM-3.0,Timestral-209M + cov.,0.368,0.296,0.447,-0.007,-0.011,-0.003
weekly,mase,152,TimesFM-3.0,TimesFM-3.0 + cov.,0.362,0.283,0.434,-0.005,-0.007,-0.002
weekly,mase,152,TimesFM-3.0,Timestral-209M,0.467,0.388,0.546,0.002,-0.001,0.005
weekly,mase,152,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,TimesFM-3.0,t0-gamma + cov.,0.586,0.5,0.664,0.004,-0.0,0.009
weekly,mase,152,TimesFM-3.0,PatchTST-FM-r2,0.73,0.658,0.796,0.012,0.008,0.015
weekly,mase,152,TimesFM-3.0,t0-beta + cov.,0.816,0.75,0.882,0.021,0.016,0.025
weekly,mase,152,TimesFM-3.0,Chronos-2 + cov.,0.796,0.724,0.855,0.022,0.016,0.029
weekly,mase,152,TimesFM-3.0,t0-gamma,0.842,0.783,0.895,0.02,0.016,0.023
weekly,mase,152,TimesFM-3.0,TimesFM-2.5,0.868,0.809,0.921,0.026,0.022,0.03
weekly,mase,152,TimesFM-3.0,Chronos-2,0.836,0.776,0.888,0.029,0.023,0.033
weekly,mase,152,TimesFM-3.0,TiRex-2 + cov.,0.836,0.776,0.895,0.052,0.043,0.062
weekly,mase,152,TimesFM-3.0,t0-beta,0.901,0.849,0.941,0.037,0.032,0.041
weekly,mase,152,TimesFM-3.0,Toto-2.0-22M + cov.,0.901,0.849,0.947,0.046,0.039,0.052
weekly,mase,152,TimesFM-3.0,TiRex-2,0.888,0.836,0.934,0.054,0.045,0.063
weekly,mase,152,TimesFM-3.0,Seasonal Naive,1.0,1.0,1.0,0.475,0.452,0.498
weekly,mase,152,t0-gamma + cov.,Timestral-209M + cov.,0.257,0.184,0.322,-0.011,-0.017,-0.006
weekly,mase,152,t0-gamma + cov.,TimesFM-3.0 + cov.,0.362,0.289,0.441,-0.009,-0.014,-0.004
weekly,mase,152,t0-gamma + cov.,Timestral-209M,0.414,0.329,0.487,-0.002,-0.007,0.002
weekly,mase,152,t0-gamma + cov.,TimesFM-3.0,0.414,0.336,0.5,-0.004,-0.009,0.0
weekly,mase,152,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,t0-gamma + cov.,PatchTST-FM-r2,0.691,0.605,0.763,0.008,0.003,0.013
weekly,mase,152,t0-gamma + cov.,t0-beta + cov.,0.73,0.658,0.796,0.017,0.011,0.023
weekly,mase,152,t0-gamma + cov.,Chronos-2 + cov.,0.678,0.599,0.743,0.018,0.009,0.027
weekly,mase,152,t0-gamma + cov.,t0-gamma,0.855,0.796,0.908,0.016,0.012,0.019
weekly,mase,152,t0-gamma + cov.,TimesFM-2.5,0.711,0.632,0.783,0.022,0.016,0.028
weekly,mase,152,t0-gamma + cov.,Chronos-2,0.776,0.704,0.842,0.024,0.017,0.031
weekly,mase,152,t0-gamma + cov.,TiRex-2 + cov.,0.862,0.803,0.914,0.048,0.037,0.059
weekly,mase,152,t0-gamma + cov.,t0-beta,0.921,0.875,0.961,0.032,0.027,0.038
weekly,mase,152,t0-gamma + cov.,Toto-2.0-22M + cov.,0.875,0.816,0.921,0.042,0.033,0.049
weekly,mase,152,t0-gamma + cov.,TiRex-2,0.862,0.803,0.914,0.05,0.039,0.06
weekly,mase,152,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.473,0.449,0.496
weekly,mase,152,PatchTST-FM-r2,Timestral-209M + cov.,0.138,0.085,0.197,-0.019,-0.024,-0.015
weekly,mase,152,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.217,0.151,0.283,-0.017,-0.021,-0.013
weekly,mase,152,PatchTST-FM-r2,Timestral-209M,0.257,0.191,0.329,-0.01,-0.014,-0.006
weekly,mase,152,PatchTST-FM-r2,TimesFM-3.0,0.27,0.204,0.342,-0.012,-0.016,-0.008
weekly,mase,152,PatchTST-FM-r2,t0-gamma + cov.,0.309,0.237,0.395,-0.008,-0.013,-0.003
weekly,mase,152,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,PatchTST-FM-r2,t0-beta + cov.,0.651,0.572,0.73,0.009,0.005,0.013
weekly,mase,152,PatchTST-FM-r2,Chronos-2 + cov.,0.612,0.533,0.691,0.011,0.004,0.017
weekly,mase,152,PatchTST-FM-r2,t0-gamma,0.691,0.612,0.757,0.008,0.004,0.012
weekly,mase,152,PatchTST-FM-r2,TimesFM-2.5,0.651,0.572,0.724,0.014,0.009,0.019
weekly,mase,152,PatchTST-FM-r2,Chronos-2,0.697,0.618,0.77,0.017,0.011,0.022
weekly,mase,152,PatchTST-FM-r2,TiRex-2 + cov.,0.737,0.664,0.803,0.041,0.031,0.051
weekly,mase,152,PatchTST-FM-r2,t0-beta,0.822,0.757,0.882,0.025,0.02,0.03
weekly,mase,152,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.803,0.743,0.862,0.034,0.028,0.04
weekly,mase,152,PatchTST-FM-r2,TiRex-2,0.77,0.697,0.836,0.043,0.033,0.053
weekly,mase,152,PatchTST-FM-r2,Seasonal Naive,1.0,1.0,1.0,0.469,0.445,0.492
weekly,mase,152,t0-beta + cov.,Timestral-209M + cov.,0.138,0.086,0.197,-0.029,-0.033,-0.024
weekly,mase,152,t0-beta + cov.,TimesFM-3.0 + cov.,0.138,0.086,0.197,-0.026,-0.031,-0.021
weekly,mase,152,t0-beta + cov.,Timestral-209M,0.197,0.138,0.263,-0.02,-0.023,-0.016
weekly,mase,152,t0-beta + cov.,TimesFM-3.0,0.184,0.118,0.25,-0.021,-0.026,-0.016
weekly,mase,152,t0-beta + cov.,t0-gamma + cov.,0.27,0.204,0.342,-0.017,-0.023,-0.012
weekly,mase,152,t0-beta + cov.,PatchTST-FM-r2,0.349,0.27,0.428,-0.009,-0.014,-0.005
weekly,mase,152,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,t0-beta + cov.,Chronos-2 + cov.,0.474,0.395,0.559,0.001,-0.005,0.008
weekly,mase,152,t0-beta + cov.,t0-gamma,0.434,0.355,0.513,-0.001,-0.005,0.003
weekly,mase,152,t0-beta + cov.,TimesFM-2.5,0.605,0.526,0.684,0.005,0.001,0.009
weekly,mase,152,t0-beta + cov.,Chronos-2,0.533,0.454,0.605,0.008,0.002,0.013
weekly,mase,152,t0-beta + cov.,TiRex-2 + cov.,0.737,0.664,0.803,0.032,0.024,0.04
weekly,mase,152,t0-beta + cov.,t0-beta,0.849,0.783,0.901,0.016,0.013,0.019
weekly,mase,152,t0-beta + cov.,Toto-2.0-22M + cov.,0.822,0.763,0.882,0.025,0.02,0.029
weekly,mase,152,t0-beta + cov.,TiRex-2,0.789,0.724,0.849,0.034,0.026,0.041
weekly,mase,152,t0-beta + cov.,Seasonal Naive,1.0,1.0,1.0,0.464,0.44,0.488
weekly,mase,152,Chronos-2 + cov.,Timestral-209M + cov.,0.099,0.053,0.145,-0.03,-0.036,-0.024
weekly,mase,152,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.204,0.145,0.27,-0.028,-0.035,-0.02
weekly,mase,152,Chronos-2 + cov.,Timestral-209M,0.191,0.132,0.257,-0.021,-0.028,-0.015
weekly,mase,152,Chronos-2 + cov.,TimesFM-3.0,0.204,0.145,0.276,-0.023,-0.03,-0.016
weekly,mase,152,Chronos-2 + cov.,t0-gamma + cov.,0.322,0.257,0.401,-0.018,-0.028,-0.009
weekly,mase,152,Chronos-2 + cov.,PatchTST-FM-r2,0.388,0.309,0.467,-0.011,-0.018,-0.004
weekly,mase,152,Chronos-2 + cov.,t0-beta + cov.,0.526,0.441,0.605,-0.001,-0.008,0.005
weekly,mase,152,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,Chronos-2 + cov.,t0-gamma,0.461,0.388,0.546,-0.003,-0.01,0.005
weekly,mase,152,Chronos-2 + cov.,TimesFM-2.5,0.546,0.467,0.619,0.004,-0.003,0.011
weekly,mase,152,Chronos-2 + cov.,Chronos-2,0.553,0.474,0.632,0.006,0.0,0.012
weekly,mase,152,Chronos-2 + cov.,TiRex-2 + cov.,0.684,0.612,0.757,0.031,0.021,0.04
weekly,mase,152,Chronos-2 + cov.,t0-beta,0.651,0.572,0.73,0.015,0.007,0.022
weekly,mase,152,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.704,0.632,0.776,0.024,0.017,0.031
weekly,mase,152,Chronos-2 + cov.,TiRex-2,0.697,0.625,0.77,0.032,0.023,0.041
weekly,mase,152,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.463,0.44,0.486
weekly,mase,152,t0-gamma,Timestral-209M + cov.,0.105,0.059,0.158,-0.027,-0.032,-0.023
weekly,mase,152,t0-gamma,TimesFM-3.0 + cov.,0.132,0.079,0.184,-0.025,-0.029,-0.021
weekly,mase,152,t0-gamma,Timestral-209M,0.092,0.046,0.138,-0.018,-0.022,-0.015
weekly,mase,152,t0-gamma,TimesFM-3.0,0.158,0.105,0.217,-0.02,-0.024,-0.016
weekly,mase,152,t0-gamma,t0-gamma + cov.,0.145,0.092,0.204,-0.016,-0.019,-0.012
weekly,mase,152,t0-gamma,PatchTST-FM-r2,0.309,0.243,0.388,-0.008,-0.012,-0.004
weekly,mase,152,t0-gamma,t0-beta + cov.,0.566,0.487,0.645,0.001,-0.003,0.005
weekly,mase,152,t0-gamma,Chronos-2 + cov.,0.539,0.454,0.612,0.003,-0.005,0.01
weekly,mase,152,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,t0-gamma,TimesFM-2.5,0.566,0.487,0.645,0.006,0.001,0.011
weekly,mase,152,t0-gamma,Chronos-2,0.566,0.48,0.638,0.009,0.004,0.014
weekly,mase,152,t0-gamma,TiRex-2 + cov.,0.671,0.592,0.743,0.033,0.023,0.043
weekly,mase,152,t0-gamma,t0-beta,0.855,0.796,0.908,0.017,0.014,0.02
weekly,mase,152,t0-gamma,Toto-2.0-22M + cov.,0.724,0.645,0.789,0.026,0.02,0.032
weekly,mase,152,t0-gamma,TiRex-2,0.763,0.691,0.829,0.035,0.026,0.044
weekly,mase,152,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.464,0.441,0.489
weekly,mase,152,TimesFM-2.5,Timestral-209M + cov.,0.145,0.092,0.204,-0.034,-0.039,-0.028
weekly,mase,152,TimesFM-2.5,TimesFM-3.0 + cov.,0.158,0.105,0.217,-0.031,-0.037,-0.026
weekly,mase,152,TimesFM-2.5,Timestral-209M,0.164,0.112,0.23,-0.025,-0.029,-0.02
weekly,mase,152,TimesFM-2.5,TimesFM-3.0,0.132,0.079,0.191,-0.027,-0.031,-0.022
weekly,mase,152,TimesFM-2.5,t0-gamma + cov.,0.289,0.217,0.368,-0.022,-0.028,-0.016
weekly,mase,152,TimesFM-2.5,PatchTST-FM-r2,0.349,0.276,0.428,-0.014,-0.019,-0.009
weekly,mase,152,TimesFM-2.5,t0-beta + cov.,0.395,0.316,0.474,-0.005,-0.009,-0.001
weekly,mase,152,TimesFM-2.5,Chronos-2 + cov.,0.454,0.381,0.533,-0.004,-0.011,0.003
weekly,mase,152,TimesFM-2.5,t0-gamma,0.434,0.355,0.513,-0.006,-0.011,-0.001
weekly,mase,152,TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,TimesFM-2.5,Chronos-2,0.612,0.533,0.691,0.003,-0.002,0.007
weekly,mase,152,TimesFM-2.5,TiRex-2 + cov.,0.73,0.658,0.803,0.027,0.019,0.035
weekly,mase,152,TimesFM-2.5,t0-beta,0.645,0.566,0.724,0.011,0.007,0.015
weekly,mase,152,TimesFM-2.5,Toto-2.0-22M + cov.,0.671,0.599,0.743,0.02,0.015,0.025
weekly,mase,152,TimesFM-2.5,TiRex-2,0.743,0.671,0.809,0.029,0.022,0.036
weekly,mase,152,TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.461,0.437,0.484
weekly,mase,152,Chronos-2,Timestral-209M + cov.,0.053,0.02,0.092,-0.037,-0.041,-0.032
weekly,mase,152,Chronos-2,TimesFM-3.0 + cov.,0.132,0.079,0.184,-0.034,-0.04,-0.028
weekly,mase,152,Chronos-2,Timestral-209M,0.066,0.033,0.112,-0.027,-0.032,-0.023
weekly,mase,152,Chronos-2,TimesFM-3.0,0.164,0.112,0.224,-0.029,-0.034,-0.024
weekly,mase,152,Chronos-2,t0-gamma + cov.,0.224,0.158,0.296,-0.025,-0.032,-0.018
weekly,mase,152,Chronos-2,PatchTST-FM-r2,0.303,0.23,0.382,-0.017,-0.023,-0.011
weekly,mase,152,Chronos-2,t0-beta + cov.,0.467,0.395,0.546,-0.008,-0.013,-0.002
weekly,mase,152,Chronos-2,Chronos-2 + cov.,0.447,0.368,0.526,-0.006,-0.012,-0.0
weekly,mase,152,Chronos-2,t0-gamma,0.434,0.362,0.52,-0.009,-0.014,-0.004
weekly,mase,152,Chronos-2,TimesFM-2.5,0.388,0.309,0.467,-0.003,-0.007,0.002
weekly,mase,152,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,Chronos-2,TiRex-2 + cov.,0.684,0.605,0.757,0.024,0.017,0.032
weekly,mase,152,Chronos-2,t0-beta,0.645,0.566,0.724,0.008,0.004,0.013
weekly,mase,152,Chronos-2,Toto-2.0-22M + cov.,0.75,0.678,0.816,0.018,0.013,0.022
weekly,mase,152,Chronos-2,TiRex-2,0.717,0.645,0.783,0.026,0.019,0.034
weekly,mase,152,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.46,0.436,0.483
weekly,mase,152,TiRex-2 + cov.,Timestral-209M + cov.,0.072,0.033,0.112,-0.063,-0.073,-0.052
weekly,mase,152,TiRex-2 + cov.,TimesFM-3.0 + cov.,0.145,0.092,0.197,-0.06,-0.071,-0.048
weekly,mase,152,TiRex-2 + cov.,Timestral-209M,0.072,0.033,0.118,-0.053,-0.062,-0.044
weekly,mase,152,TiRex-2 + cov.,TimesFM-3.0,0.164,0.105,0.224,-0.055,-0.066,-0.044
weekly,mase,152,TiRex-2 + cov.,t0-gamma + cov.,0.138,0.086,0.197,-0.051,-0.062,-0.038
weekly,mase,152,TiRex-2 + cov.,PatchTST-FM-r2,0.263,0.197,0.336,-0.043,-0.054,-0.032
weekly,mase,152,TiRex-2 + cov.,t0-beta + cov.,0.263,0.197,0.336,-0.033,-0.042,-0.024
weekly,mase,152,TiRex-2 + cov.,Chronos-2 + cov.,0.316,0.243,0.388,-0.032,-0.041,-0.022
weekly,mase,152,TiRex-2 + cov.,t0-gamma,0.329,0.257,0.408,-0.034,-0.045,-0.024
weekly,mase,152,TiRex-2 + cov.,TimesFM-2.5,0.27,0.197,0.342,-0.028,-0.036,-0.02
weekly,mase,152,TiRex-2 + cov.,Chronos-2,0.316,0.243,0.395,-0.025,-0.033,-0.017
weekly,mase,152,TiRex-2 + cov.,TiRex-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,TiRex-2 + cov.,t0-beta,0.447,0.368,0.526,-0.017,-0.025,-0.009
weekly,mase,152,TiRex-2 + cov.,Toto-2.0-22M + cov.,0.533,0.454,0.612,-0.007,-0.014,0.0
weekly,mase,152,TiRex-2 + cov.,TiRex-2,0.638,0.559,0.717,0.002,0.001,0.003
weekly,mase,152,TiRex-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.446,0.42,0.471
weekly,mase,152,t0-beta,Timestral-209M + cov.,0.059,0.026,0.099,-0.045,-0.05,-0.04
weekly,mase,152,t0-beta,TimesFM-3.0 + cov.,0.099,0.059,0.151,-0.043,-0.049,-0.037
weekly,mase,152,t0-beta,Timestral-209M,0.046,0.02,0.086,-0.036,-0.04,-0.032
weekly,mase,152,t0-beta,TimesFM-3.0,0.099,0.059,0.151,-0.038,-0.043,-0.033
weekly,mase,152,t0-beta,t0-gamma + cov.,0.079,0.039,0.125,-0.034,-0.039,-0.028
weekly,mase,152,t0-beta,PatchTST-FM-r2,0.178,0.118,0.243,-0.026,-0.031,-0.021
weekly,mase,152,t0-beta,t0-beta + cov.,0.151,0.099,0.217,-0.016,-0.019,-0.013
weekly,mase,152,t0-beta,Chronos-2 + cov.,0.349,0.27,0.428,-0.015,-0.022,-0.007
weekly,mase,152,t0-beta,t0-gamma,0.145,0.092,0.204,-0.017,-0.021,-0.014
weekly,mase,152,t0-beta,TimesFM-2.5,0.355,0.276,0.434,-0.011,-0.015,-0.007
weekly,mase,152,t0-beta,Chronos-2,0.355,0.276,0.434,-0.008,-0.013,-0.004
weekly,mase,152,t0-beta,TiRex-2 + cov.,0.553,0.474,0.632,0.016,0.009,0.024
weekly,mase,152,t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,t0-beta,Toto-2.0-22M + cov.,0.586,0.507,0.664,0.009,0.005,0.014
weekly,mase,152,t0-beta,TiRex-2,0.566,0.487,0.638,0.018,0.011,0.025
weekly,mase,152,t0-beta,Seasonal Naive,1.0,1.0,1.0,0.455,0.43,0.48
weekly,mase,152,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.0,0.0,0.0,-0.055,-0.061,-0.049
weekly,mase,152,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.092,0.053,0.145,-0.053,-0.06,-0.045
weekly,mase,152,Toto-2.0-22M + cov.,Timestral-209M,0.039,0.013,0.072,-0.046,-0.051,-0.04
weekly,mase,152,Toto-2.0-22M + cov.,TimesFM-3.0,0.099,0.053,0.151,-0.048,-0.055,-0.041
weekly,mase,152,Toto-2.0-22M + cov.,t0-gamma + cov.,0.125,0.079,0.184,-0.043,-0.051,-0.034
weekly,mase,152,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.197,0.138,0.257,-0.035,-0.042,-0.029
weekly,mase,152,Toto-2.0-22M + cov.,t0-beta + cov.,0.178,0.118,0.237,-0.026,-0.03,-0.021
weekly,mase,152,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.296,0.224,0.368,-0.024,-0.032,-0.017
weekly,mase,152,Toto-2.0-22M + cov.,t0-gamma,0.276,0.211,0.355,-0.027,-0.033,-0.02
weekly,mase,152,Toto-2.0-22M + cov.,TimesFM-2.5,0.329,0.257,0.401,-0.021,-0.026,-0.015
weekly,mase,152,Toto-2.0-22M + cov.,Chronos-2,0.25,0.184,0.322,-0.018,-0.023,-0.013
weekly,mase,152,Toto-2.0-22M + cov.,TiRex-2 + cov.,0.467,0.388,0.546,0.007,-0.0,0.014
weekly,mase,152,Toto-2.0-22M + cov.,t0-beta,0.414,0.336,0.493,-0.01,-0.014,-0.005
weekly,mase,152,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,Toto-2.0-22M + cov.,TiRex-2,0.539,0.461,0.619,0.009,0.002,0.016
weekly,mase,152,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.45,0.426,0.474
weekly,mase,152,TiRex-2,Timestral-209M + cov.,0.086,0.046,0.132,-0.065,-0.075,-0.055
weekly,mase,152,TiRex-2,TimesFM-3.0 + cov.,0.125,0.079,0.178,-0.062,-0.074,-0.05
weekly,mase,152,TiRex-2,Timestral-209M,0.053,0.02,0.092,-0.055,-0.064,-0.046
weekly,mase,152,TiRex-2,TimesFM-3.0,0.112,0.066,0.164,-0.057,-0.068,-0.047
weekly,mase,152,TiRex-2,t0-gamma + cov.,0.138,0.086,0.197,-0.053,-0.064,-0.041
weekly,mase,152,TiRex-2,PatchTST-FM-r2,0.23,0.164,0.303,-0.045,-0.056,-0.034
weekly,mase,152,TiRex-2,t0-beta + cov.,0.211,0.151,0.276,-0.035,-0.043,-0.027
weekly,mase,152,TiRex-2,Chronos-2 + cov.,0.303,0.23,0.375,-0.034,-0.043,-0.024
weekly,mase,152,TiRex-2,t0-gamma,0.237,0.171,0.309,-0.036,-0.046,-0.026
weekly,mase,152,TiRex-2,TimesFM-2.5,0.257,0.191,0.329,-0.03,-0.038,-0.022
weekly,mase,152,TiRex-2,Chronos-2,0.283,0.217,0.355,-0.027,-0.035,-0.019
weekly,mase,152,TiRex-2,TiRex-2 + cov.,0.362,0.283,0.441,-0.002,-0.003,-0.001
weekly,mase,152,TiRex-2,t0-beta,0.434,0.362,0.513,-0.019,-0.026,-0.011
weekly,mase,152,TiRex-2,Toto-2.0-22M + cov.,0.461,0.381,0.539,-0.009,-0.016,-0.002
weekly,mase,152,TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.0
weekly,mase,152,TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.445,0.42,0.47
weekly,mase,152,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-0.918,-1.006,-0.836
weekly,mase,152,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-0.913,-1.0,-0.832
weekly,mase,152,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-0.901,-0.99,-0.819
weekly,mase,152,Seasonal Naive,TimesFM-3.0,0.0,0.0,0.0,-0.905,-0.992,-0.824
weekly,mase,152,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-0.896,-0.986,-0.814
weekly,mase,152,Seasonal Naive,PatchTST-FM-r2,0.0,0.0,0.0,-0.882,-0.967,-0.803
weekly,mase,152,Seasonal Naive,t0-beta + cov.,0.0,0.0,0.0,-0.864,-0.952,-0.786
weekly,mase,152,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-0.862,-0.945,-0.786
weekly,mase,152,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-0.867,-0.955,-0.788
weekly,mase,152,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.855,-0.938,-0.777
weekly,mase,152,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.85,-0.936,-0.773
weekly,mase,152,Seasonal Naive,TiRex-2 + cov.,0.0,0.0,0.0,-0.805,-0.89,-0.725
weekly,mase,152,Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.835,-0.922,-0.755
weekly,mase,152,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-0.818,-0.9,-0.742
weekly,mase,152,Seasonal Naive,TiRex-2,0.0,0.0,0.0,-0.801,-0.888,-0.723
weekly,mase,152,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.637,0.539,0.725,0.003,-0.002,0.008
monthly,mase,102,Timestral-209M + cov.,Timestral-209M,0.618,0.529,0.716,0.005,-0.0,0.011
monthly,mase,102,Timestral-209M + cov.,t0-gamma + cov.,0.755,0.667,0.833,0.017,0.012,0.022
monthly,mase,102,Timestral-209M + cov.,TimesFM-3.0,0.745,0.666,0.824,0.019,0.013,0.025
monthly,mase,102,Timestral-209M + cov.,Toto-2.0-22M + cov.,0.794,0.696,0.873,0.025,0.018,0.032
monthly,mase,102,Timestral-209M + cov.,t0-gamma,0.804,0.725,0.873,0.028,0.022,0.034
monthly,mase,102,Timestral-209M + cov.,t0-beta + cov.,0.824,0.745,0.892,0.039,0.031,0.048
monthly,mase,102,Timestral-209M + cov.,Chronos-2 + cov.,0.882,0.814,0.941,0.035,0.029,0.041
monthly,mase,102,Timestral-209M + cov.,TiRex-2 + cov.,0.853,0.775,0.922,0.04,0.032,0.047
monthly,mase,102,Timestral-209M + cov.,Toto-2.0-22M,0.882,0.814,0.941,0.041,0.031,0.053
monthly,mase,102,Timestral-209M + cov.,TimesFM-2.5,0.892,0.833,0.941,0.05,0.04,0.059
monthly,mase,102,Timestral-209M + cov.,TiRex-2,0.863,0.794,0.922,0.045,0.037,0.053
monthly,mase,102,Timestral-209M + cov.,Chronos-2,0.931,0.873,0.971,0.043,0.035,0.052
monthly,mase,102,Timestral-209M + cov.,PatchTST-FM-r2,0.922,0.863,0.971,0.059,0.05,0.068
monthly,mase,102,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.436,0.412,0.463
monthly,mase,102,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.363,0.275,0.461,-0.003,-0.008,0.002
monthly,mase,102,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,TimesFM-3.0 + cov.,Timestral-209M,0.569,0.471,0.667,0.002,-0.002,0.006
monthly,mase,102,TimesFM-3.0 + cov.,t0-gamma + cov.,0.716,0.627,0.794,0.014,0.009,0.019
monthly,mase,102,TimesFM-3.0 + cov.,TimesFM-3.0,0.784,0.706,0.863,0.016,0.012,0.02
monthly,mase,102,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.765,0.676,0.843,0.021,0.015,0.027
monthly,mase,102,TimesFM-3.0 + cov.,t0-gamma,0.863,0.794,0.922,0.025,0.02,0.03
monthly,mase,102,TimesFM-3.0 + cov.,t0-beta + cov.,0.863,0.794,0.922,0.036,0.027,0.045
monthly,mase,102,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.833,0.765,0.902,0.032,0.025,0.038
monthly,mase,102,TimesFM-3.0 + cov.,TiRex-2 + cov.,0.873,0.813,0.931,0.036,0.029,0.044
monthly,mase,102,TimesFM-3.0 + cov.,Toto-2.0-22M,0.853,0.784,0.922,0.037,0.027,0.05
monthly,mase,102,TimesFM-3.0 + cov.,TimesFM-2.5,0.843,0.765,0.912,0.047,0.037,0.056
monthly,mase,102,TimesFM-3.0 + cov.,TiRex-2,0.863,0.794,0.922,0.042,0.034,0.049
monthly,mase,102,TimesFM-3.0 + cov.,Chronos-2,0.941,0.892,0.98,0.04,0.034,0.047
monthly,mase,102,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.873,0.804,0.931,0.056,0.045,0.066
monthly,mase,102,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.434,0.411,0.461
monthly,mase,102,Timestral-209M,Timestral-209M + cov.,0.382,0.284,0.471,-0.005,-0.011,0.0
monthly,mase,102,Timestral-209M,TimesFM-3.0 + cov.,0.431,0.333,0.529,-0.002,-0.006,0.002
monthly,mase,102,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Timestral-209M,t0-gamma + cov.,0.647,0.559,0.735,0.012,0.007,0.018
monthly,mase,102,Timestral-209M,TimesFM-3.0,0.745,0.657,0.824,0.014,0.009,0.018
monthly,mase,102,Timestral-209M,Toto-2.0-22M + cov.,0.765,0.686,0.843,0.02,0.014,0.025
monthly,mase,102,Timestral-209M,t0-gamma,0.892,0.833,0.951,0.023,0.018,0.027
monthly,mase,102,Timestral-209M,t0-beta + cov.,0.794,0.716,0.863,0.034,0.026,0.043
monthly,mase,102,Timestral-209M,Chronos-2 + cov.,0.804,0.725,0.873,0.03,0.022,0.038
monthly,mase,102,Timestral-209M,TiRex-2 + cov.,0.814,0.735,0.892,0.035,0.027,0.043
monthly,mase,102,Timestral-209M,Toto-2.0-22M,0.873,0.804,0.931,0.036,0.026,0.049
monthly,mase,102,Timestral-209M,TimesFM-2.5,0.765,0.676,0.833,0.045,0.034,0.055
monthly,mase,102,Timestral-209M,TiRex-2,0.882,0.814,0.941,0.04,0.033,0.047
monthly,mase,102,Timestral-209M,Chronos-2,0.941,0.892,0.98,0.038,0.032,0.045
monthly,mase,102,Timestral-209M,PatchTST-FM-r2,0.833,0.765,0.892,0.054,0.043,0.065
monthly,mase,102,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.433,0.409,0.46
monthly,mase,102,t0-gamma + cov.,Timestral-209M + cov.,0.245,0.167,0.333,-0.017,-0.023,-0.012
monthly,mase,102,t0-gamma + cov.,TimesFM-3.0 + cov.,0.284,0.206,0.373,-0.014,-0.02,-0.009
monthly,mase,102,t0-gamma + cov.,Timestral-209M,0.353,0.265,0.441,-0.012,-0.018,-0.007
monthly,mase,102,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,t0-gamma + cov.,TimesFM-3.0,0.578,0.48,0.676,0.002,-0.004,0.007
monthly,mase,102,t0-gamma + cov.,Toto-2.0-22M + cov.,0.667,0.569,0.755,0.008,0.002,0.013
monthly,mase,102,t0-gamma + cov.,t0-gamma,0.696,0.598,0.784,0.011,0.007,0.015
monthly,mase,102,t0-gamma + cov.,t0-beta + cov.,0.755,0.676,0.834,0.023,0.016,0.029
monthly,mase,102,t0-gamma + cov.,Chronos-2 + cov.,0.696,0.608,0.775,0.018,0.012,0.025
monthly,mase,102,t0-gamma + cov.,TiRex-2 + cov.,0.784,0.706,0.863,0.023,0.017,0.029
monthly,mase,102,t0-gamma + cov.,Toto-2.0-22M,0.765,0.676,0.843,0.024,0.015,0.036
monthly,mase,102,t0-gamma + cov.,TimesFM-2.5,0.775,0.686,0.853,0.033,0.025,0.041
monthly,mase,102,t0-gamma + cov.,TiRex-2,0.833,0.755,0.902,0.028,0.022,0.034
monthly,mase,102,t0-gamma + cov.,Chronos-2,0.833,0.755,0.902,0.026,0.019,0.034
monthly,mase,102,t0-gamma + cov.,PatchTST-FM-r2,0.873,0.804,0.931,0.043,0.034,0.051
monthly,mase,102,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.426,0.402,0.453
monthly,mase,102,TimesFM-3.0,Timestral-209M + cov.,0.255,0.176,0.334,-0.019,-0.026,-0.013
monthly,mase,102,TimesFM-3.0,TimesFM-3.0 + cov.,0.216,0.137,0.294,-0.016,-0.02,-0.012
monthly,mase,102,TimesFM-3.0,Timestral-209M,0.255,0.176,0.343,-0.014,-0.018,-0.009
monthly,mase,102,TimesFM-3.0,t0-gamma + cov.,0.422,0.324,0.52,-0.002,-0.007,0.004
monthly,mase,102,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,TimesFM-3.0,Toto-2.0-22M + cov.,0.529,0.431,0.627,0.006,0.0,0.012
monthly,mase,102,TimesFM-3.0,t0-gamma,0.667,0.578,0.755,0.009,0.005,0.013
monthly,mase,102,TimesFM-3.0,t0-beta + cov.,0.676,0.588,0.775,0.021,0.012,0.029
monthly,mase,102,TimesFM-3.0,Chronos-2 + cov.,0.667,0.578,0.755,0.016,0.009,0.023
monthly,mase,102,TimesFM-3.0,TiRex-2 + cov.,0.686,0.588,0.775,0.021,0.014,0.028
monthly,mase,102,TimesFM-3.0,Toto-2.0-22M,0.686,0.598,0.775,0.022,0.012,0.034
monthly,mase,102,TimesFM-3.0,TimesFM-2.5,0.814,0.735,0.882,0.031,0.023,0.039
monthly,mase,102,TimesFM-3.0,TiRex-2,0.814,0.735,0.892,0.026,0.02,0.033
monthly,mase,102,TimesFM-3.0,Chronos-2,0.784,0.716,0.853,0.024,0.018,0.03
monthly,mase,102,TimesFM-3.0,PatchTST-FM-r2,0.765,0.676,0.843,0.041,0.03,0.051
monthly,mase,102,TimesFM-3.0,Seasonal Naive,1.0,1.0,1.0,0.425,0.4,0.451
monthly,mase,102,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.206,0.127,0.304,-0.025,-0.033,-0.018
monthly,mase,102,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.235,0.157,0.324,-0.022,-0.028,-0.016
monthly,mase,102,Toto-2.0-22M + cov.,Timestral-209M,0.235,0.157,0.314,-0.02,-0.026,-0.015
monthly,mase,102,Toto-2.0-22M + cov.,t0-gamma + cov.,0.333,0.245,0.431,-0.008,-0.013,-0.002
monthly,mase,102,Toto-2.0-22M + cov.,TimesFM-3.0,0.471,0.373,0.569,-0.006,-0.012,-0.0
monthly,mase,102,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Toto-2.0-22M + cov.,t0-gamma,0.618,0.529,0.716,0.003,-0.002,0.009
monthly,mase,102,Toto-2.0-22M + cov.,t0-beta + cov.,0.627,0.529,0.725,0.015,0.008,0.022
monthly,mase,102,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.598,0.5,0.686,0.011,0.003,0.018
monthly,mase,102,Toto-2.0-22M + cov.,TiRex-2 + cov.,0.647,0.559,0.735,0.016,0.008,0.023
monthly,mase,102,Toto-2.0-22M + cov.,Toto-2.0-22M,0.794,0.706,0.863,0.016,0.009,0.028
monthly,mase,102,Toto-2.0-22M + cov.,TimesFM-2.5,0.676,0.588,0.755,0.026,0.016,0.035
monthly,mase,102,Toto-2.0-22M + cov.,TiRex-2,0.696,0.608,0.775,0.021,0.014,0.028
monthly,mase,102,Toto-2.0-22M + cov.,Chronos-2,0.765,0.676,0.843,0.019,0.013,0.025
monthly,mase,102,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.765,0.686,0.843,0.035,0.026,0.044
monthly,mase,102,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.422,0.398,0.449
monthly,mase,102,t0-gamma,Timestral-209M + cov.,0.196,0.127,0.275,-0.029,-0.035,-0.022
monthly,mase,102,t0-gamma,TimesFM-3.0 + cov.,0.137,0.078,0.206,-0.025,-0.03,-0.02
monthly,mase,102,t0-gamma,Timestral-209M,0.108,0.049,0.167,-0.023,-0.028,-0.019
monthly,mase,102,t0-gamma,t0-gamma + cov.,0.304,0.216,0.402,-0.011,-0.015,-0.007
monthly,mase,102,t0-gamma,TimesFM-3.0,0.333,0.245,0.422,-0.009,-0.014,-0.005
monthly,mase,102,t0-gamma,Toto-2.0-22M + cov.,0.382,0.284,0.471,-0.003,-0.009,0.002
monthly,mase,102,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,t0-gamma,t0-beta + cov.,0.539,0.431,0.637,0.012,0.005,0.018
monthly,mase,102,t0-gamma,Chronos-2 + cov.,0.578,0.49,0.667,0.007,-0.001,0.015
monthly,mase,102,t0-gamma,TiRex-2 + cov.,0.637,0.549,0.725,0.012,0.006,0.019
monthly,mase,102,t0-gamma,Toto-2.0-22M,0.559,0.451,0.657,0.013,0.004,0.026
monthly,mase,102,t0-gamma,TimesFM-2.5,0.676,0.588,0.765,0.023,0.014,0.031
monthly,mase,102,t0-gamma,TiRex-2,0.706,0.608,0.794,0.018,0.012,0.024
monthly,mase,102,t0-gamma,Chronos-2,0.696,0.608,0.775,0.016,0.008,0.023
monthly,mase,102,t0-gamma,PatchTST-FM-r2,0.667,0.578,0.745,0.032,0.022,0.042
monthly,mase,102,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.42,0.395,0.448
monthly,mase,102,t0-beta + cov.,Timestral-209M + cov.,0.176,0.108,0.255,-0.041,-0.05,-0.032
monthly,mase,102,t0-beta + cov.,TimesFM-3.0 + cov.,0.137,0.078,0.206,-0.037,-0.047,-0.028
monthly,mase,102,t0-beta + cov.,Timestral-209M,0.206,0.137,0.284,-0.036,-0.045,-0.026
monthly,mase,102,t0-beta + cov.,t0-gamma + cov.,0.245,0.166,0.324,-0.023,-0.029,-0.017
monthly,mase,102,t0-beta + cov.,TimesFM-3.0,0.324,0.225,0.412,-0.021,-0.029,-0.013
monthly,mase,102,t0-beta + cov.,Toto-2.0-22M + cov.,0.373,0.275,0.471,-0.015,-0.022,-0.008
monthly,mase,102,t0-beta + cov.,t0-gamma,0.461,0.363,0.569,-0.012,-0.019,-0.005
monthly,mase,102,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,t0-beta + cov.,Chronos-2 + cov.,0.5,0.402,0.598,-0.005,-0.014,0.005
monthly,mase,102,t0-beta + cov.,TiRex-2 + cov.,0.559,0.461,0.657,0.0,-0.006,0.007
monthly,mase,102,t0-beta + cov.,Toto-2.0-22M,0.559,0.471,0.647,0.001,-0.01,0.016
monthly,mase,102,t0-beta + cov.,TimesFM-2.5,0.647,0.549,0.725,0.011,0.003,0.018
monthly,mase,102,t0-beta + cov.,TiRex-2,0.667,0.578,0.765,0.006,-0.0,0.012
monthly,mase,102,t0-beta + cov.,Chronos-2,0.657,0.569,0.745,0.004,-0.006,0.013
monthly,mase,102,t0-beta + cov.,PatchTST-FM-r2,0.696,0.608,0.775,0.02,0.012,0.029
monthly,mase,102,t0-beta + cov.,Seasonal Naive,1.0,1.0,1.0,0.413,0.388,0.44
monthly,mase,102,Chronos-2 + cov.,Timestral-209M + cov.,0.118,0.059,0.186,-0.036,-0.043,-0.029
monthly,mase,102,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.167,0.098,0.235,-0.033,-0.04,-0.026
monthly,mase,102,Chronos-2 + cov.,Timestral-209M,0.196,0.127,0.275,-0.031,-0.039,-0.023
monthly,mase,102,Chronos-2 + cov.,t0-gamma + cov.,0.304,0.225,0.392,-0.018,-0.025,-0.012
monthly,mase,102,Chronos-2 + cov.,TimesFM-3.0,0.333,0.245,0.422,-0.016,-0.024,-0.009
monthly,mase,102,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.402,0.314,0.5,-0.011,-0.018,-0.003
monthly,mase,102,Chronos-2 + cov.,t0-gamma,0.422,0.333,0.51,-0.007,-0.015,0.001
monthly,mase,102,Chronos-2 + cov.,t0-beta + cov.,0.5,0.402,0.598,0.005,-0.005,0.014
monthly,mase,102,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Chronos-2 + cov.,TiRex-2 + cov.,0.51,0.412,0.608,0.005,-0.005,0.014
monthly,mase,102,Chronos-2 + cov.,Toto-2.0-22M,0.51,0.422,0.608,0.006,-0.003,0.017
monthly,mase,102,Chronos-2 + cov.,TimesFM-2.5,0.539,0.451,0.637,0.015,0.004,0.027
monthly,mase,102,Chronos-2 + cov.,TiRex-2,0.588,0.49,0.677,0.01,0.0,0.02
monthly,mase,102,Chronos-2 + cov.,Chronos-2,0.627,0.529,0.716,0.008,0.003,0.014
monthly,mase,102,Chronos-2 + cov.,PatchTST-FM-r2,0.657,0.559,0.745,0.025,0.015,0.034
monthly,mase,102,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.416,0.392,0.441
monthly,mase,102,TiRex-2 + cov.,Timestral-209M + cov.,0.147,0.078,0.225,-0.041,-0.05,-0.033
monthly,mase,102,TiRex-2 + cov.,TimesFM-3.0 + cov.,0.127,0.069,0.187,-0.038,-0.046,-0.03
monthly,mase,102,TiRex-2 + cov.,Timestral-209M,0.186,0.108,0.265,-0.036,-0.045,-0.028
monthly,mase,102,TiRex-2 + cov.,t0-gamma + cov.,0.216,0.137,0.294,-0.024,-0.03,-0.017
monthly,mase,102,TiRex-2 + cov.,TimesFM-3.0,0.314,0.225,0.412,-0.021,-0.029,-0.014
monthly,mase,102,TiRex-2 + cov.,Toto-2.0-22M + cov.,0.353,0.265,0.441,-0.016,-0.023,-0.008
monthly,mase,102,TiRex-2 + cov.,t0-gamma,0.363,0.275,0.451,-0.012,-0.019,-0.006
monthly,mase,102,TiRex-2 + cov.,t0-beta + cov.,0.441,0.343,0.539,-0.0,-0.007,0.006
monthly,mase,102,TiRex-2 + cov.,Chronos-2 + cov.,0.49,0.392,0.588,-0.005,-0.015,0.005
monthly,mase,102,TiRex-2 + cov.,TiRex-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,TiRex-2 + cov.,Toto-2.0-22M,0.52,0.422,0.618,0.001,-0.011,0.016
monthly,mase,102,TiRex-2 + cov.,TimesFM-2.5,0.627,0.529,0.716,0.01,0.004,0.016
monthly,mase,102,TiRex-2 + cov.,TiRex-2,0.608,0.52,0.696,0.005,0.002,0.009
monthly,mase,102,TiRex-2 + cov.,Chronos-2,0.608,0.51,0.706,0.003,-0.006,0.013
monthly,mase,102,TiRex-2 + cov.,PatchTST-FM-r2,0.618,0.529,0.706,0.02,0.011,0.03
monthly,mase,102,TiRex-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.413,0.389,0.441
monthly,mase,102,Toto-2.0-22M,Timestral-209M + cov.,0.118,0.059,0.186,-0.042,-0.056,-0.032
monthly,mase,102,Toto-2.0-22M,TimesFM-3.0 + cov.,0.147,0.078,0.216,-0.039,-0.052,-0.028
monthly,mase,102,Toto-2.0-22M,Timestral-209M,0.127,0.069,0.196,-0.037,-0.051,-0.027
monthly,mase,102,Toto-2.0-22M,t0-gamma + cov.,0.235,0.157,0.324,-0.025,-0.037,-0.015
monthly,mase,102,Toto-2.0-22M,TimesFM-3.0,0.314,0.225,0.402,-0.022,-0.035,-0.013
monthly,mase,102,Toto-2.0-22M,Toto-2.0-22M + cov.,0.206,0.137,0.294,-0.017,-0.029,-0.009
monthly,mase,102,Toto-2.0-22M,t0-gamma,0.441,0.343,0.549,-0.013,-0.026,-0.004
monthly,mase,102,Toto-2.0-22M,t0-beta + cov.,0.441,0.353,0.529,-0.001,-0.016,0.01
monthly,mase,102,Toto-2.0-22M,Chronos-2 + cov.,0.49,0.392,0.578,-0.006,-0.018,0.003
monthly,mase,102,Toto-2.0-22M,TiRex-2 + cov.,0.48,0.382,0.578,-0.001,-0.016,0.011
monthly,mase,102,Toto-2.0-22M,Toto-2.0-22M,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Toto-2.0-22M,TimesFM-2.5,0.588,0.49,0.676,0.01,-0.006,0.023
monthly,mase,102,Toto-2.0-22M,TiRex-2,0.549,0.451,0.637,0.004,-0.01,0.016
monthly,mase,102,Toto-2.0-22M,Chronos-2,0.559,0.461,0.657,0.002,-0.009,0.011
monthly,mase,102,Toto-2.0-22M,PatchTST-FM-r2,0.647,0.549,0.735,0.019,0.005,0.031
monthly,mase,102,Toto-2.0-22M,Seasonal Naive,0.99,0.971,1.0,0.412,0.386,0.44
monthly,mase,102,TimesFM-2.5,Timestral-209M + cov.,0.108,0.059,0.167,-0.052,-0.063,-0.042
monthly,mase,102,TimesFM-2.5,TimesFM-3.0 + cov.,0.157,0.088,0.235,-0.049,-0.06,-0.038
monthly,mase,102,TimesFM-2.5,Timestral-209M,0.235,0.167,0.324,-0.047,-0.058,-0.035
monthly,mase,102,TimesFM-2.5,t0-gamma + cov.,0.225,0.147,0.314,-0.034,-0.043,-0.026
monthly,mase,102,TimesFM-2.5,TimesFM-3.0,0.186,0.118,0.265,-0.032,-0.041,-0.023
monthly,mase,102,TimesFM-2.5,Toto-2.0-22M + cov.,0.324,0.245,0.412,-0.027,-0.036,-0.016
monthly,mase,102,TimesFM-2.5,t0-gamma,0.324,0.235,0.412,-0.023,-0.032,-0.014
monthly,mase,102,TimesFM-2.5,t0-beta + cov.,0.353,0.275,0.451,-0.011,-0.018,-0.003
monthly,mase,102,TimesFM-2.5,Chronos-2 + cov.,0.461,0.363,0.549,-0.016,-0.027,-0.004
monthly,mase,102,TimesFM-2.5,TiRex-2 + cov.,0.373,0.284,0.471,-0.011,-0.016,-0.004
monthly,mase,102,TimesFM-2.5,Toto-2.0-22M,0.412,0.324,0.51,-0.01,-0.023,0.006
monthly,mase,102,TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,TimesFM-2.5,TiRex-2,0.48,0.382,0.578,-0.005,-0.012,0.001
monthly,mase,102,TimesFM-2.5,Chronos-2,0.529,0.441,0.627,-0.007,-0.019,0.004
monthly,mase,102,TimesFM-2.5,PatchTST-FM-r2,0.569,0.48,0.667,0.01,-0.0,0.02
monthly,mase,102,TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.407,0.382,0.434
monthly,mase,102,TiRex-2,Timestral-209M + cov.,0.137,0.078,0.206,-0.047,-0.056,-0.038
monthly,mase,102,TiRex-2,TimesFM-3.0 + cov.,0.137,0.078,0.206,-0.044,-0.052,-0.036
monthly,mase,102,TiRex-2,Timestral-209M,0.118,0.059,0.186,-0.042,-0.049,-0.034
monthly,mase,102,TiRex-2,t0-gamma + cov.,0.167,0.098,0.245,-0.029,-0.035,-0.023
monthly,mase,102,TiRex-2,TimesFM-3.0,0.186,0.108,0.265,-0.027,-0.034,-0.02
monthly,mase,102,TiRex-2,Toto-2.0-22M + cov.,0.304,0.225,0.392,-0.021,-0.028,-0.015
monthly,mase,102,TiRex-2,t0-gamma,0.294,0.206,0.392,-0.018,-0.024,-0.012
monthly,mase,102,TiRex-2,t0-beta + cov.,0.333,0.235,0.422,-0.006,-0.012,0.0
monthly,mase,102,TiRex-2,Chronos-2 + cov.,0.412,0.323,0.51,-0.011,-0.02,-0.0
monthly,mase,102,TiRex-2,TiRex-2 + cov.,0.392,0.304,0.48,-0.005,-0.009,-0.003
monthly,mase,102,TiRex-2,Toto-2.0-22M,0.451,0.363,0.549,-0.004,-0.016,0.01
monthly,mase,102,TiRex-2,TimesFM-2.5,0.52,0.422,0.618,0.005,-0.001,0.012
monthly,mase,102,TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,TiRex-2,Chronos-2,0.49,0.392,0.588,-0.002,-0.011,0.007
monthly,mase,102,TiRex-2,PatchTST-FM-r2,0.588,0.49,0.676,0.015,0.006,0.024
monthly,mase,102,TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.41,0.385,0.437
monthly,mase,102,Chronos-2,Timestral-209M + cov.,0.069,0.029,0.127,-0.045,-0.055,-0.037
monthly,mase,102,Chronos-2,TimesFM-3.0 + cov.,0.059,0.02,0.108,-0.041,-0.049,-0.035
monthly,mase,102,Chronos-2,Timestral-209M,0.059,0.02,0.108,-0.04,-0.047,-0.033
monthly,mase,102,Chronos-2,t0-gamma + cov.,0.167,0.098,0.245,-0.027,-0.035,-0.02
monthly,mase,102,Chronos-2,TimesFM-3.0,0.216,0.147,0.284,-0.025,-0.031,-0.019
monthly,mase,102,Chronos-2,Toto-2.0-22M + cov.,0.235,0.157,0.324,-0.019,-0.026,-0.013
monthly,mase,102,Chronos-2,t0-gamma,0.304,0.225,0.392,-0.016,-0.023,-0.009
monthly,mase,102,Chronos-2,t0-beta + cov.,0.343,0.255,0.431,-0.004,-0.014,0.005
monthly,mase,102,Chronos-2,Chronos-2 + cov.,0.373,0.284,0.471,-0.009,-0.014,-0.003
monthly,mase,102,Chronos-2,TiRex-2 + cov.,0.392,0.294,0.49,-0.003,-0.013,0.006
monthly,mase,102,Chronos-2,Toto-2.0-22M,0.441,0.343,0.539,-0.002,-0.011,0.009
monthly,mase,102,Chronos-2,TimesFM-2.5,0.471,0.373,0.559,0.007,-0.004,0.019
monthly,mase,102,Chronos-2,TiRex-2,0.51,0.412,0.608,0.002,-0.007,0.011
monthly,mase,102,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,Chronos-2,PatchTST-FM-r2,0.52,0.422,0.618,0.017,0.007,0.027
monthly,mase,102,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.411,0.386,0.437
monthly,mase,102,PatchTST-FM-r2,Timestral-209M + cov.,0.078,0.029,0.137,-0.063,-0.073,-0.052
monthly,mase,102,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.127,0.069,0.196,-0.059,-0.071,-0.048
monthly,mase,102,PatchTST-FM-r2,Timestral-209M,0.167,0.108,0.235,-0.057,-0.069,-0.045
monthly,mase,102,PatchTST-FM-r2,t0-gamma + cov.,0.127,0.069,0.196,-0.044,-0.053,-0.035
monthly,mase,102,PatchTST-FM-r2,TimesFM-3.0,0.235,0.157,0.324,-0.042,-0.054,-0.031
monthly,mase,102,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.235,0.157,0.314,-0.037,-0.047,-0.026
monthly,mase,102,PatchTST-FM-r2,t0-gamma,0.333,0.255,0.422,-0.033,-0.044,-0.022
monthly,mase,102,PatchTST-FM-r2,t0-beta + cov.,0.304,0.225,0.392,-0.021,-0.03,-0.012
monthly,mase,102,PatchTST-FM-r2,Chronos-2 + cov.,0.343,0.255,0.441,-0.026,-0.035,-0.016
monthly,mase,102,PatchTST-FM-r2,TiRex-2 + cov.,0.382,0.294,0.471,-0.02,-0.031,-0.011
monthly,mase,102,PatchTST-FM-r2,Toto-2.0-22M,0.353,0.265,0.451,-0.019,-0.032,-0.005
monthly,mase,102,PatchTST-FM-r2,TimesFM-2.5,0.431,0.333,0.52,-0.01,-0.021,0.0
monthly,mase,102,PatchTST-FM-r2,TiRex-2,0.412,0.324,0.51,-0.015,-0.024,-0.006
monthly,mase,102,PatchTST-FM-r2,Chronos-2,0.48,0.382,0.578,-0.017,-0.028,-0.007
monthly,mase,102,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
monthly,mase,102,PatchTST-FM-r2,Seasonal Naive,1.0,1.0,1.0,0.401,0.375,0.428
monthly,mase,102,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-0.773,-0.863,-0.702
monthly,mase,102,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-0.767,-0.855,-0.697
monthly,mase,102,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-0.764,-0.853,-0.692
monthly,mase,102,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-0.743,-0.829,-0.672
monthly,mase,102,Seasonal Naive,TimesFM-3.0,0.0,0.0,0.0,-0.739,-0.823,-0.667
monthly,mase,102,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-0.73,-0.814,-0.66
monthly,mase,102,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-0.724,-0.81,-0.653
monthly,mase,102,Seasonal Naive,t0-beta + cov.,0.0,0.0,0.0,-0.703,-0.787,-0.635
monthly,mase,102,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-0.711,-0.789,-0.645
monthly,mase,102,Seasonal Naive,TiRex-2 + cov.,0.0,0.0,0.0,-0.703,-0.788,-0.635
monthly,mase,102,Seasonal Naive,Toto-2.0-22M,0.01,0.0,0.029,-0.701,-0.785,-0.628
monthly,mase,102,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.685,-0.768,-0.618
monthly,mase,102,Seasonal Naive,TiRex-2,0.0,0.0,0.0,-0.694,-0.777,-0.627
monthly,mase,102,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.697,-0.776,-0.629
monthly,mase,102,Seasonal Naive,PatchTST-FM-r2,0.0,0.0,0.0,-0.669,-0.749,-0.6
monthly,mase,102,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Timestral-209M + cov.,Timestral-209M,0.667,0.528,0.806,0.007,-0.003,0.016
daily,mase,36,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.75,0.611,0.861,0.017,0.008,0.026
daily,mase,36,Timestral-209M + cov.,t0-gamma,0.806,0.667,0.917,0.02,0.011,0.03
daily,mase,36,Timestral-209M + cov.,TimesFM-3.0,0.861,0.75,0.944,0.022,0.011,0.035
daily,mase,36,Timestral-209M + cov.,PatchTST-FM-r2,0.889,0.778,0.972,0.021,0.011,0.032
daily,mase,36,Timestral-209M + cov.,t0-gamma + cov.,0.889,0.778,0.972,0.026,0.017,0.037
daily,mase,36,Timestral-209M + cov.,t0-beta,0.889,0.778,0.972,0.038,0.022,0.055
daily,mase,36,Timestral-209M + cov.,TimesFM-2.5,0.972,0.917,1.0,0.04,0.024,0.057
daily,mase,36,Timestral-209M + cov.,Chronos-2 + cov.,0.944,0.861,1.0,0.038,0.027,0.049
daily,mase,36,Timestral-209M + cov.,Chronos-2,1.0,1.0,1.0,0.039,0.026,0.053
daily,mase,36,Timestral-209M + cov.,Toto-2.0-22M + cov.,1.0,1.0,1.0,0.048,0.03,0.068
daily,mase,36,Timestral-209M + cov.,t0-alpha,0.972,0.917,1.0,0.051,0.033,0.069
daily,mase,36,Timestral-209M + cov.,t0-beta + cov.,0.944,0.861,1.0,0.058,0.038,0.08
daily,mase,36,Timestral-209M + cov.,Toto-2.0-22M,1.0,1.0,1.0,0.05,0.032,0.069
daily,mase,36,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.327,0.297,0.358
daily,mase,36,Timestral-209M,Timestral-209M + cov.,0.333,0.194,0.472,-0.007,-0.016,0.003
daily,mase,36,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Timestral-209M,TimesFM-3.0 + cov.,0.556,0.389,0.722,0.01,0.003,0.021
daily,mase,36,Timestral-209M,t0-gamma,0.75,0.611,0.889,0.014,0.007,0.022
daily,mase,36,Timestral-209M,TimesFM-3.0,0.806,0.667,0.917,0.016,0.009,0.023
daily,mase,36,Timestral-209M,PatchTST-FM-r2,0.806,0.667,0.917,0.015,0.01,0.021
daily,mase,36,Timestral-209M,t0-gamma + cov.,0.75,0.611,0.889,0.02,0.012,0.03
daily,mase,36,Timestral-209M,t0-beta,0.861,0.75,0.972,0.032,0.019,0.047
daily,mase,36,Timestral-209M,TimesFM-2.5,0.944,0.861,1.0,0.034,0.023,0.045
daily,mase,36,Timestral-209M,Chronos-2 + cov.,0.944,0.861,1.0,0.032,0.022,0.043
daily,mase,36,Timestral-209M,Chronos-2,0.972,0.917,1.0,0.033,0.023,0.044
daily,mase,36,Timestral-209M,Toto-2.0-22M + cov.,1.0,1.0,1.0,0.042,0.029,0.056
daily,mase,36,Timestral-209M,t0-alpha,0.944,0.861,1.0,0.045,0.029,0.062
daily,mase,36,Timestral-209M,t0-beta + cov.,0.917,0.806,1.0,0.052,0.034,0.07
daily,mase,36,Timestral-209M,Toto-2.0-22M,1.0,1.0,1.0,0.044,0.03,0.057
daily,mase,36,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.322,0.294,0.352
daily,mase,36,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.25,0.139,0.389,-0.017,-0.026,-0.008
daily,mase,36,TimesFM-3.0 + cov.,Timestral-209M,0.444,0.278,0.611,-0.01,-0.022,-0.003
daily,mase,36,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,TimesFM-3.0 + cov.,t0-gamma,0.639,0.5,0.806,0.004,-0.001,0.008
daily,mase,36,TimesFM-3.0 + cov.,TimesFM-3.0,0.778,0.639,0.917,0.006,-0.0,0.011
daily,mase,36,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.889,0.778,0.972,0.005,-0.004,0.011
daily,mase,36,TimesFM-3.0 + cov.,t0-gamma + cov.,0.806,0.667,0.917,0.01,0.004,0.017
daily,mase,36,TimesFM-3.0 + cov.,t0-beta,0.833,0.722,0.944,0.022,0.012,0.033
daily,mase,36,TimesFM-3.0 + cov.,TimesFM-2.5,0.917,0.806,1.0,0.024,0.014,0.034
daily,mase,36,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.889,0.778,0.972,0.022,0.015,0.028
daily,mase,36,TimesFM-3.0 + cov.,Chronos-2,0.889,0.778,0.972,0.023,0.015,0.031
daily,mase,36,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.833,0.694,0.944,0.032,0.019,0.046
daily,mase,36,TimesFM-3.0 + cov.,t0-alpha,0.917,0.833,1.0,0.035,0.023,0.047
daily,mase,36,TimesFM-3.0 + cov.,t0-beta + cov.,0.917,0.806,1.0,0.042,0.027,0.059
daily,mase,36,TimesFM-3.0 + cov.,Toto-2.0-22M,0.861,0.75,0.972,0.034,0.021,0.047
daily,mase,36,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.316,0.287,0.346
daily,mase,36,t0-gamma,Timestral-209M + cov.,0.194,0.083,0.333,-0.021,-0.031,-0.011
daily,mase,36,t0-gamma,Timestral-209M,0.25,0.111,0.389,-0.014,-0.023,-0.007
daily,mase,36,t0-gamma,TimesFM-3.0 + cov.,0.361,0.194,0.5,-0.004,-0.008,0.001
daily,mase,36,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,t0-gamma,TimesFM-3.0,0.5,0.333,0.639,0.002,-0.002,0.006
daily,mase,36,t0-gamma,PatchTST-FM-r2,0.611,0.444,0.75,0.001,-0.005,0.006
daily,mase,36,t0-gamma,t0-gamma + cov.,0.639,0.472,0.778,0.006,0.002,0.011
daily,mase,36,t0-gamma,t0-beta,0.861,0.75,0.972,0.018,0.01,0.028
daily,mase,36,t0-gamma,TimesFM-2.5,0.889,0.777,0.972,0.02,0.012,0.028
daily,mase,36,t0-gamma,Chronos-2 + cov.,0.806,0.667,0.917,0.018,0.012,0.024
daily,mase,36,t0-gamma,Chronos-2,0.917,0.806,1.0,0.019,0.013,0.025
daily,mase,36,t0-gamma,Toto-2.0-22M + cov.,0.972,0.917,1.0,0.029,0.018,0.041
daily,mase,36,t0-gamma,t0-alpha,0.944,0.861,1.0,0.031,0.021,0.042
daily,mase,36,t0-gamma,t0-beta + cov.,0.889,0.778,0.972,0.039,0.025,0.055
daily,mase,36,t0-gamma,Toto-2.0-22M,0.972,0.917,1.0,0.03,0.02,0.042
daily,mase,36,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.313,0.285,0.343
daily,mase,36,TimesFM-3.0,Timestral-209M + cov.,0.139,0.056,0.25,-0.023,-0.036,-0.011
daily,mase,36,TimesFM-3.0,Timestral-209M,0.194,0.083,0.333,-0.016,-0.024,-0.009
daily,mase,36,TimesFM-3.0,TimesFM-3.0 + cov.,0.222,0.083,0.361,-0.006,-0.011,0.0
daily,mase,36,TimesFM-3.0,t0-gamma,0.5,0.361,0.667,-0.002,-0.006,0.002
daily,mase,36,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,TimesFM-3.0,PatchTST-FM-r2,0.583,0.417,0.75,-0.001,-0.006,0.004
daily,mase,36,TimesFM-3.0,t0-gamma + cov.,0.722,0.583,0.861,0.004,-0.002,0.012
daily,mase,36,TimesFM-3.0,t0-beta,0.861,0.75,0.972,0.016,0.009,0.026
daily,mase,36,TimesFM-3.0,TimesFM-2.5,0.917,0.806,1.0,0.018,0.012,0.024
daily,mase,36,TimesFM-3.0,Chronos-2 + cov.,0.75,0.611,0.889,0.016,0.009,0.024
daily,mase,36,TimesFM-3.0,Chronos-2,0.889,0.778,0.972,0.017,0.012,0.024
daily,mase,36,TimesFM-3.0,Toto-2.0-22M + cov.,0.861,0.75,0.972,0.027,0.017,0.037
daily,mase,36,TimesFM-3.0,t0-alpha,0.889,0.778,0.972,0.029,0.019,0.041
daily,mase,36,TimesFM-3.0,t0-beta + cov.,0.889,0.778,0.972,0.037,0.023,0.053
daily,mase,36,TimesFM-3.0,Toto-2.0-22M,0.861,0.75,0.972,0.028,0.019,0.038
daily,mase,36,TimesFM-3.0,Seasonal Naive,1.0,1.0,1.0,0.312,0.283,0.341
daily,mase,36,PatchTST-FM-r2,Timestral-209M + cov.,0.111,0.028,0.222,-0.022,-0.033,-0.012
daily,mase,36,PatchTST-FM-r2,Timestral-209M,0.194,0.083,0.333,-0.015,-0.021,-0.01
daily,mase,36,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.111,0.028,0.222,-0.005,-0.011,0.004
daily,mase,36,PatchTST-FM-r2,t0-gamma,0.389,0.25,0.556,-0.001,-0.006,0.005
daily,mase,36,PatchTST-FM-r2,TimesFM-3.0,0.417,0.25,0.583,0.001,-0.004,0.006
daily,mase,36,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,PatchTST-FM-r2,t0-gamma + cov.,0.583,0.417,0.722,0.005,-0.002,0.013
daily,mase,36,PatchTST-FM-r2,t0-beta,0.694,0.528,0.833,0.017,0.006,0.03
daily,mase,36,PatchTST-FM-r2,TimesFM-2.5,0.778,0.639,0.889,0.019,0.011,0.028
daily,mase,36,PatchTST-FM-r2,Chronos-2 + cov.,0.861,0.75,0.972,0.017,0.011,0.024
daily,mase,36,PatchTST-FM-r2,Chronos-2,0.889,0.778,0.972,0.018,0.012,0.025
daily,mase,36,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.861,0.75,0.944,0.028,0.015,0.04
daily,mase,36,PatchTST-FM-r2,t0-alpha,0.833,0.694,0.944,0.03,0.018,0.044
daily,mase,36,PatchTST-FM-r2,t0-beta + cov.,0.75,0.61,0.889,0.038,0.021,0.056
daily,mase,36,PatchTST-FM-r2,Toto-2.0-22M,0.861,0.722,0.944,0.029,0.017,0.041
daily,mase,36,PatchTST-FM-r2,Seasonal Naive,1.0,1.0,1.0,0.312,0.283,0.342
daily,mase,36,t0-gamma + cov.,Timestral-209M + cov.,0.111,0.028,0.222,-0.027,-0.038,-0.017
daily,mase,36,t0-gamma + cov.,Timestral-209M,0.25,0.111,0.389,-0.02,-0.03,-0.012
daily,mase,36,t0-gamma + cov.,TimesFM-3.0 + cov.,0.194,0.083,0.333,-0.01,-0.017,-0.004
daily,mase,36,t0-gamma + cov.,t0-gamma,0.361,0.222,0.528,-0.006,-0.011,-0.002
daily,mase,36,t0-gamma + cov.,TimesFM-3.0,0.278,0.139,0.417,-0.004,-0.012,0.002
daily,mase,36,t0-gamma + cov.,PatchTST-FM-r2,0.417,0.278,0.583,-0.005,-0.013,0.002
daily,mase,36,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,t0-gamma + cov.,t0-beta,0.833,0.694,0.944,0.012,0.004,0.023
daily,mase,36,t0-gamma + cov.,TimesFM-2.5,0.722,0.556,0.861,0.014,0.004,0.024
daily,mase,36,t0-gamma + cov.,Chronos-2 + cov.,0.694,0.556,0.833,0.012,0.004,0.02
daily,mase,36,t0-gamma + cov.,Chronos-2,0.75,0.611,0.889,0.013,0.005,0.021
daily,mase,36,t0-gamma + cov.,Toto-2.0-22M + cov.,0.833,0.694,0.944,0.023,0.012,0.035
daily,mase,36,t0-gamma + cov.,t0-alpha,0.917,0.833,1.0,0.025,0.014,0.037
daily,mase,36,t0-gamma + cov.,t0-beta + cov.,1.0,1.0,1.0,0.033,0.02,0.047
daily,mase,36,t0-gamma + cov.,Toto-2.0-22M,0.833,0.694,0.944,0.024,0.013,0.037
daily,mase,36,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.309,0.279,0.34
daily,mase,36,t0-beta,Timestral-209M + cov.,0.111,0.028,0.222,-0.04,-0.059,-0.023
daily,mase,36,t0-beta,Timestral-209M,0.139,0.028,0.25,-0.033,-0.049,-0.019
daily,mase,36,t0-beta,TimesFM-3.0 + cov.,0.167,0.056,0.278,-0.022,-0.035,-0.012
daily,mase,36,t0-beta,t0-gamma,0.139,0.028,0.25,-0.019,-0.029,-0.01
daily,mase,36,t0-beta,TimesFM-3.0,0.139,0.028,0.25,-0.017,-0.026,-0.009
daily,mase,36,t0-beta,PatchTST-FM-r2,0.306,0.167,0.472,-0.017,-0.031,-0.006
daily,mase,36,t0-beta,t0-gamma + cov.,0.167,0.056,0.306,-0.012,-0.023,-0.004
daily,mase,36,t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,t0-beta,TimesFM-2.5,0.694,0.528,0.833,0.002,-0.007,0.009
daily,mase,36,t0-beta,Chronos-2 + cov.,0.528,0.361,0.694,-0.0,-0.012,0.009
daily,mase,36,t0-beta,Chronos-2,0.528,0.361,0.694,0.001,-0.008,0.009
daily,mase,36,t0-beta,Toto-2.0-22M + cov.,0.778,0.639,0.889,0.011,0.003,0.018
daily,mase,36,t0-beta,t0-alpha,0.778,0.639,0.917,0.013,0.003,0.024
daily,mase,36,t0-beta,t0-beta + cov.,0.889,0.778,0.972,0.021,0.012,0.031
daily,mase,36,t0-beta,Toto-2.0-22M,0.806,0.667,0.917,0.012,0.004,0.02
daily,mase,36,t0-beta,Seasonal Naive,1.0,1.0,1.0,0.3,0.271,0.329
daily,mase,36,TimesFM-2.5,Timestral-209M + cov.,0.028,0.0,0.083,-0.042,-0.06,-0.025
daily,mase,36,TimesFM-2.5,Timestral-209M,0.056,0.0,0.139,-0.035,-0.047,-0.024
daily,mase,36,TimesFM-2.5,TimesFM-3.0 + cov.,0.083,0.0,0.194,-0.024,-0.035,-0.014
daily,mase,36,TimesFM-2.5,t0-gamma,0.111,0.028,0.223,-0.021,-0.029,-0.013
daily,mase,36,TimesFM-2.5,TimesFM-3.0,0.083,0.0,0.194,-0.019,-0.025,-0.012
daily,mase,36,TimesFM-2.5,PatchTST-FM-r2,0.222,0.111,0.361,-0.019,-0.029,-0.011
daily,mase,36,TimesFM-2.5,t0-gamma + cov.,0.278,0.139,0.444,-0.014,-0.024,-0.004
daily,mase,36,TimesFM-2.5,t0-beta,0.306,0.167,0.472,-0.002,-0.009,0.007
daily,mase,36,TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,TimesFM-2.5,Chronos-2 + cov.,0.556,0.389,0.722,-0.002,-0.012,0.008
daily,mase,36,TimesFM-2.5,Chronos-2,0.528,0.361,0.694,-0.001,-0.008,0.006
daily,mase,36,TimesFM-2.5,Toto-2.0-22M + cov.,0.694,0.528,0.833,0.009,0.002,0.016
daily,mase,36,TimesFM-2.5,t0-alpha,0.639,0.472,0.778,0.011,0.003,0.022
daily,mase,36,TimesFM-2.5,t0-beta + cov.,0.694,0.528,0.833,0.019,0.005,0.033
daily,mase,36,TimesFM-2.5,Toto-2.0-22M,0.722,0.556,0.861,0.01,0.004,0.017
daily,mase,36,TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.299,0.27,0.328
daily,mase,36,Chronos-2 + cov.,Timestral-209M + cov.,0.056,0.0,0.139,-0.039,-0.052,-0.028
daily,mase,36,Chronos-2 + cov.,Timestral-209M,0.056,0.0,0.139,-0.033,-0.045,-0.023
daily,mase,36,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.111,0.028,0.222,-0.022,-0.029,-0.015
daily,mase,36,Chronos-2 + cov.,t0-gamma,0.194,0.083,0.333,-0.018,-0.025,-0.012
daily,mase,36,Chronos-2 + cov.,TimesFM-3.0,0.25,0.111,0.389,-0.016,-0.024,-0.009
daily,mase,36,Chronos-2 + cov.,PatchTST-FM-r2,0.139,0.028,0.25,-0.017,-0.025,-0.011
daily,mase,36,Chronos-2 + cov.,t0-gamma + cov.,0.306,0.167,0.444,-0.012,-0.02,-0.004
daily,mase,36,Chronos-2 + cov.,t0-beta,0.472,0.306,0.639,0.0,-0.009,0.012
daily,mase,36,Chronos-2 + cov.,TimesFM-2.5,0.444,0.278,0.611,0.002,-0.008,0.012
daily,mase,36,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Chronos-2 + cov.,Chronos-2,0.583,0.417,0.75,0.001,-0.003,0.005
daily,mase,36,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.472,0.306,0.639,0.011,-0.002,0.024
daily,mase,36,Chronos-2 + cov.,t0-alpha,0.639,0.5,0.778,0.014,0.003,0.024
daily,mase,36,Chronos-2 + cov.,t0-beta + cov.,0.694,0.528,0.833,0.021,0.005,0.038
daily,mase,36,Chronos-2 + cov.,Toto-2.0-22M,0.5,0.333,0.667,0.012,0.0,0.025
daily,mase,36,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.3,0.27,0.331
daily,mase,36,Chronos-2,Timestral-209M + cov.,0.0,0.0,0.0,-0.041,-0.056,-0.027
daily,mase,36,Chronos-2,Timestral-209M,0.028,0.0,0.083,-0.034,-0.046,-0.023
daily,mase,36,Chronos-2,TimesFM-3.0 + cov.,0.111,0.028,0.222,-0.023,-0.032,-0.016
daily,mase,36,Chronos-2,t0-gamma,0.083,0.0,0.194,-0.02,-0.026,-0.014
daily,mase,36,Chronos-2,TimesFM-3.0,0.111,0.028,0.222,-0.018,-0.024,-0.012
daily,mase,36,Chronos-2,PatchTST-FM-r2,0.111,0.028,0.222,-0.018,-0.026,-0.012
daily,mase,36,Chronos-2,t0-gamma + cov.,0.25,0.111,0.389,-0.013,-0.021,-0.005
daily,mase,36,Chronos-2,t0-beta,0.472,0.306,0.639,-0.001,-0.009,0.008
daily,mase,36,Chronos-2,TimesFM-2.5,0.472,0.306,0.639,0.001,-0.006,0.008
daily,mase,36,Chronos-2,Chronos-2 + cov.,0.417,0.25,0.583,-0.001,-0.005,0.003
daily,mase,36,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Chronos-2,Toto-2.0-22M + cov.,0.556,0.389,0.722,0.01,0.0,0.02
daily,mase,36,Chronos-2,t0-alpha,0.667,0.5,0.806,0.012,0.005,0.021
daily,mase,36,Chronos-2,t0-beta + cov.,0.694,0.528,0.833,0.02,0.005,0.035
daily,mase,36,Chronos-2,Toto-2.0-22M,0.667,0.5,0.806,0.011,0.002,0.021
daily,mase,36,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.3,0.27,0.329
daily,mase,36,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.0,0.0,0.0,-0.051,-0.073,-0.031
daily,mase,36,Toto-2.0-22M + cov.,Timestral-209M,0.0,0.0,0.0,-0.044,-0.059,-0.029
daily,mase,36,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.167,0.056,0.306,-0.033,-0.048,-0.02
daily,mase,36,Toto-2.0-22M + cov.,t0-gamma,0.028,0.0,0.083,-0.03,-0.042,-0.019
daily,mase,36,Toto-2.0-22M + cov.,TimesFM-3.0,0.139,0.028,0.25,-0.028,-0.038,-0.017
daily,mase,36,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.139,0.056,0.25,-0.028,-0.042,-0.016
daily,mase,36,Toto-2.0-22M + cov.,t0-gamma + cov.,0.167,0.056,0.306,-0.023,-0.036,-0.012
daily,mase,36,Toto-2.0-22M + cov.,t0-beta,0.222,0.111,0.361,-0.011,-0.019,-0.003
daily,mase,36,Toto-2.0-22M + cov.,TimesFM-2.5,0.306,0.167,0.472,-0.009,-0.017,-0.002
daily,mase,36,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.528,0.361,0.694,-0.011,-0.024,0.002
daily,mase,36,Toto-2.0-22M + cov.,Chronos-2,0.444,0.278,0.611,-0.01,-0.02,-0.0
daily,mase,36,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Toto-2.0-22M + cov.,t0-alpha,0.5,0.333,0.667,0.003,-0.008,0.014
daily,mase,36,Toto-2.0-22M + cov.,t0-beta + cov.,0.472,0.306,0.639,0.01,-0.002,0.023
daily,mase,36,Toto-2.0-22M + cov.,Toto-2.0-22M,0.694,0.528,0.833,0.002,0.0,0.003
daily,mase,36,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.293,0.266,0.319
daily,mase,36,t0-alpha,Timestral-209M + cov.,0.028,0.0,0.083,-0.054,-0.075,-0.034
daily,mase,36,t0-alpha,Timestral-209M,0.056,0.0,0.139,-0.047,-0.066,-0.03
daily,mase,36,t0-alpha,TimesFM-3.0 + cov.,0.083,0.0,0.167,-0.036,-0.049,-0.024
daily,mase,36,t0-alpha,t0-gamma,0.056,0.0,0.139,-0.032,-0.044,-0.021
daily,mase,36,t0-alpha,TimesFM-3.0,0.111,0.028,0.222,-0.03,-0.043,-0.019
daily,mase,36,t0-alpha,PatchTST-FM-r2,0.167,0.056,0.306,-0.031,-0.046,-0.018
daily,mase,36,t0-alpha,t0-gamma + cov.,0.083,0.0,0.167,-0.026,-0.038,-0.014
daily,mase,36,t0-alpha,t0-beta,0.222,0.083,0.361,-0.014,-0.025,-0.003
daily,mase,36,t0-alpha,TimesFM-2.5,0.361,0.222,0.528,-0.011,-0.022,-0.003
daily,mase,36,t0-alpha,Chronos-2 + cov.,0.361,0.222,0.5,-0.014,-0.024,-0.004
daily,mase,36,t0-alpha,Chronos-2,0.333,0.194,0.5,-0.013,-0.021,-0.005
daily,mase,36,t0-alpha,Toto-2.0-22M + cov.,0.5,0.333,0.667,-0.003,-0.014,0.008
daily,mase,36,t0-alpha,t0-alpha,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,t0-alpha,t0-beta + cov.,0.556,0.389,0.722,0.008,-0.007,0.023
daily,mase,36,t0-alpha,Toto-2.0-22M,0.583,0.417,0.75,-0.001,-0.012,0.009
daily,mase,36,t0-alpha,Seasonal Naive,1.0,1.0,1.0,0.291,0.261,0.323
daily,mase,36,t0-beta + cov.,Timestral-209M + cov.,0.056,0.0,0.139,-0.062,-0.087,-0.039
daily,mase,36,t0-beta + cov.,Timestral-209M,0.083,0.0,0.194,-0.055,-0.076,-0.035
daily,mase,36,t0-beta + cov.,TimesFM-3.0 + cov.,0.083,0.0,0.194,-0.044,-0.063,-0.028
daily,mase,36,t0-beta + cov.,t0-gamma,0.111,0.028,0.222,-0.04,-0.059,-0.025
daily,mase,36,t0-beta + cov.,TimesFM-3.0,0.111,0.028,0.222,-0.038,-0.056,-0.023
daily,mase,36,t0-beta + cov.,PatchTST-FM-r2,0.25,0.111,0.39,-0.039,-0.06,-0.021
daily,mase,36,t0-beta + cov.,t0-gamma + cov.,0.0,0.0,0.0,-0.034,-0.049,-0.02
daily,mase,36,t0-beta + cov.,t0-beta,0.111,0.028,0.222,-0.021,-0.032,-0.012
daily,mase,36,t0-beta + cov.,TimesFM-2.5,0.306,0.167,0.472,-0.019,-0.034,-0.005
daily,mase,36,t0-beta + cov.,Chronos-2 + cov.,0.306,0.167,0.472,-0.022,-0.04,-0.005
daily,mase,36,t0-beta + cov.,Chronos-2,0.306,0.167,0.472,-0.02,-0.037,-0.005
daily,mase,36,t0-beta + cov.,Toto-2.0-22M + cov.,0.528,0.361,0.694,-0.01,-0.023,0.002
daily,mase,36,t0-beta + cov.,t0-alpha,0.444,0.278,0.611,-0.008,-0.024,0.007
daily,mase,36,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,t0-beta + cov.,Toto-2.0-22M,0.528,0.361,0.694,-0.009,-0.022,0.004
daily,mase,36,t0-beta + cov.,Seasonal Naive,1.0,1.0,1.0,0.285,0.255,0.315
daily,mase,36,Toto-2.0-22M,Timestral-209M + cov.,0.0,0.0,0.0,-0.053,-0.074,-0.033
daily,mase,36,Toto-2.0-22M,Timestral-209M,0.0,0.0,0.0,-0.046,-0.06,-0.031
daily,mase,36,Toto-2.0-22M,TimesFM-3.0 + cov.,0.139,0.028,0.25,-0.035,-0.05,-0.022
daily,mase,36,Toto-2.0-22M,t0-gamma,0.028,0.0,0.083,-0.031,-0.043,-0.021
daily,mase,36,Toto-2.0-22M,TimesFM-3.0,0.139,0.028,0.25,-0.029,-0.039,-0.019
daily,mase,36,Toto-2.0-22M,PatchTST-FM-r2,0.139,0.056,0.278,-0.03,-0.043,-0.018
daily,mase,36,Toto-2.0-22M,t0-gamma + cov.,0.167,0.056,0.306,-0.025,-0.038,-0.013
daily,mase,36,Toto-2.0-22M,t0-beta,0.194,0.083,0.333,-0.012,-0.02,-0.004
daily,mase,36,Toto-2.0-22M,TimesFM-2.5,0.278,0.139,0.444,-0.01,-0.018,-0.004
daily,mase,36,Toto-2.0-22M,Chronos-2 + cov.,0.5,0.333,0.667,-0.013,-0.026,-0.0
daily,mase,36,Toto-2.0-22M,Chronos-2,0.333,0.194,0.5,-0.011,-0.021,-0.002
daily,mase,36,Toto-2.0-22M,Toto-2.0-22M + cov.,0.306,0.167,0.472,-0.002,-0.003,-0.0
daily,mase,36,Toto-2.0-22M,t0-alpha,0.417,0.25,0.583,0.001,-0.009,0.012
daily,mase,36,Toto-2.0-22M,t0-beta + cov.,0.472,0.306,0.639,0.009,-0.004,0.022
daily,mase,36,Toto-2.0-22M,Toto-2.0-22M,0.5,0.5,0.5,0.0,0.0,0.0
daily,mase,36,Toto-2.0-22M,Seasonal Naive,1.0,1.0,1.0,0.292,0.265,0.318
daily,mase,36,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-0.486,-0.558,-0.423
daily,mase,36,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-0.476,-0.543,-0.417
daily,mase,36,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-0.461,-0.529,-0.402
daily,mase,36,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-0.456,-0.522,-0.398
daily,mase,36,Seasonal Naive,TimesFM-3.0,0.0,0.0,0.0,-0.453,-0.517,-0.395
daily,mase,36,Seasonal Naive,PatchTST-FM-r2,0.0,0.0,0.0,-0.454,-0.519,-0.395
daily,mase,36,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-0.446,-0.515,-0.387
daily,mase,36,Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.429,-0.489,-0.372
daily,mase,36,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.426,-0.487,-0.37
daily,mase,36,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-0.429,-0.496,-0.37
daily,mase,36,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.428,-0.491,-0.37
daily,mase,36,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-0.414,-0.469,-0.363
daily,mase,36,Seasonal Naive,t0-alpha,0.0,0.0,0.0,-0.41,-0.477,-0.354
daily,mase,36,Seasonal Naive,t0-beta + cov.,0.0,0.0,0.0,-0.399,-0.461,-0.342
daily,mase,36,Seasonal Naive,Toto-2.0-22M,0.0,0.0,0.0,-0.412,-0.467,-0.361
daily,mase,36,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Timestral-209M + cov.,Timestral-209M,0.59,0.531,0.648,0.003,-0.003,0.008
all,wql,290,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.569,0.517,0.624,0.008,0.002,0.015
all,wql,290,Timestral-209M + cov.,t0-gamma + cov.,0.652,0.6,0.707,0.014,0.007,0.021
all,wql,290,Timestral-209M + cov.,TimesFM-3.0,0.683,0.631,0.731,0.023,0.014,0.032
all,wql,290,Timestral-209M + cov.,t0-gamma,0.734,0.683,0.779,0.029,0.023,0.035
all,wql,290,Timestral-209M + cov.,Chronos-2 + cov.,0.786,0.741,0.834,0.042,0.033,0.05
all,wql,290,Timestral-209M + cov.,t0-beta + cov.,0.762,0.714,0.81,0.053,0.043,0.064
all,wql,290,Timestral-209M + cov.,PatchTST-FM-r2,0.803,0.755,0.848,0.049,0.04,0.059
all,wql,290,Timestral-209M + cov.,Toto-2.0-22M + cov.,0.81,0.762,0.852,0.057,0.047,0.066
all,wql,290,Timestral-209M + cov.,Chronos-2,0.876,0.838,0.914,0.058,0.05,0.065
all,wql,290,Timestral-209M + cov.,t0-beta,0.848,0.807,0.89,0.064,0.055,0.073
all,wql,290,Timestral-209M + cov.,Toto-2.0-22M,0.841,0.8,0.879,0.064,0.054,0.073
all,wql,290,Timestral-209M + cov.,TimesFM-2.5,0.838,0.793,0.879,0.07,0.059,0.081
all,wql,290,Timestral-209M + cov.,TiRex-2 + cov.,0.838,0.793,0.876,0.066,0.056,0.078
all,wql,290,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.547,0.526,0.568
all,wql,290,Timestral-209M,Timestral-209M + cov.,0.41,0.352,0.469,-0.003,-0.008,0.003
all,wql,290,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Timestral-209M,TimesFM-3.0 + cov.,0.528,0.476,0.583,0.006,-0.001,0.012
all,wql,290,Timestral-209M,t0-gamma + cov.,0.59,0.524,0.648,0.011,0.004,0.019
all,wql,290,Timestral-209M,TimesFM-3.0,0.631,0.576,0.69,0.021,0.013,0.029
all,wql,290,Timestral-209M,t0-gamma,0.738,0.686,0.79,0.026,0.02,0.032
all,wql,290,Timestral-209M,Chronos-2 + cov.,0.769,0.721,0.814,0.039,0.032,0.046
all,wql,290,Timestral-209M,t0-beta + cov.,0.759,0.714,0.803,0.05,0.04,0.061
all,wql,290,Timestral-209M,PatchTST-FM-r2,0.79,0.741,0.834,0.046,0.037,0.055
all,wql,290,Timestral-209M,Toto-2.0-22M + cov.,0.814,0.766,0.855,0.054,0.046,0.062
all,wql,290,Timestral-209M,Chronos-2,0.855,0.814,0.89,0.055,0.048,0.062
all,wql,290,Timestral-209M,t0-beta,0.862,0.821,0.9,0.061,0.051,0.07
all,wql,290,Timestral-209M,Toto-2.0-22M,0.845,0.803,0.886,0.061,0.053,0.069
all,wql,290,Timestral-209M,TimesFM-2.5,0.838,0.79,0.879,0.067,0.056,0.079
all,wql,290,Timestral-209M,TiRex-2 + cov.,0.841,0.797,0.879,0.064,0.054,0.074
all,wql,290,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.545,0.524,0.567
all,wql,290,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.431,0.376,0.483,-0.009,-0.015,-0.002
all,wql,290,TimesFM-3.0 + cov.,Timestral-209M,0.472,0.417,0.524,-0.006,-0.012,0.001
all,wql,290,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,TimesFM-3.0 + cov.,t0-gamma + cov.,0.576,0.517,0.628,0.006,-0.001,0.013
all,wql,290,TimesFM-3.0 + cov.,TimesFM-3.0,0.666,0.61,0.721,0.015,0.008,0.022
all,wql,290,TimesFM-3.0 + cov.,t0-gamma,0.686,0.634,0.738,0.021,0.015,0.027
all,wql,290,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.738,0.69,0.786,0.034,0.026,0.042
all,wql,290,TimesFM-3.0 + cov.,t0-beta + cov.,0.748,0.703,0.8,0.045,0.035,0.056
all,wql,290,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.793,0.748,0.838,0.041,0.031,0.051
all,wql,290,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.766,0.714,0.814,0.048,0.039,0.058
all,wql,290,TimesFM-3.0 + cov.,Chronos-2,0.841,0.8,0.879,0.05,0.041,0.057
all,wql,290,TimesFM-3.0 + cov.,t0-beta,0.797,0.752,0.841,0.056,0.045,0.066
all,wql,290,TimesFM-3.0 + cov.,Toto-2.0-22M,0.786,0.738,0.834,0.056,0.047,0.065
all,wql,290,TimesFM-3.0 + cov.,TimesFM-2.5,0.834,0.79,0.872,0.062,0.051,0.073
all,wql,290,TimesFM-3.0 + cov.,TiRex-2 + cov.,0.807,0.762,0.848,0.058,0.048,0.069
all,wql,290,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.543,0.522,0.564
all,wql,290,t0-gamma + cov.,Timestral-209M + cov.,0.348,0.293,0.4,-0.014,-0.022,-0.007
all,wql,290,t0-gamma + cov.,Timestral-209M,0.41,0.352,0.476,-0.011,-0.02,-0.004
all,wql,290,t0-gamma + cov.,TimesFM-3.0 + cov.,0.424,0.372,0.483,-0.006,-0.014,0.001
all,wql,290,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,t0-gamma + cov.,TimesFM-3.0,0.51,0.452,0.566,0.009,0.0,0.019
all,wql,290,t0-gamma + cov.,t0-gamma,0.69,0.634,0.741,0.015,0.01,0.02
all,wql,290,t0-gamma + cov.,Chronos-2 + cov.,0.641,0.586,0.697,0.028,0.018,0.038
all,wql,290,t0-gamma + cov.,t0-beta + cov.,0.759,0.71,0.81,0.04,0.03,0.047
all,wql,290,t0-gamma + cov.,PatchTST-FM-r2,0.717,0.666,0.769,0.035,0.026,0.045
all,wql,290,t0-gamma + cov.,Toto-2.0-22M + cov.,0.745,0.696,0.797,0.043,0.033,0.053
all,wql,290,t0-gamma + cov.,Chronos-2,0.762,0.714,0.81,0.044,0.036,0.052
all,wql,290,t0-gamma + cov.,t0-beta,0.797,0.748,0.845,0.05,0.043,0.058
all,wql,290,t0-gamma + cov.,Toto-2.0-22M,0.759,0.707,0.807,0.05,0.04,0.061
all,wql,290,t0-gamma + cov.,TimesFM-2.5,0.797,0.748,0.841,0.056,0.046,0.066
all,wql,290,t0-gamma + cov.,TiRex-2 + cov.,0.766,0.717,0.81,0.053,0.042,0.063
all,wql,290,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.54,0.519,0.562
all,wql,290,TimesFM-3.0,Timestral-209M + cov.,0.317,0.269,0.369,-0.024,-0.033,-0.014
all,wql,290,TimesFM-3.0,Timestral-209M,0.369,0.31,0.424,-0.021,-0.029,-0.013
all,wql,290,TimesFM-3.0,TimesFM-3.0 + cov.,0.334,0.279,0.39,-0.015,-0.022,-0.008
all,wql,290,TimesFM-3.0,t0-gamma + cov.,0.49,0.434,0.548,-0.009,-0.019,-0.0
all,wql,290,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,TimesFM-3.0,t0-gamma,0.586,0.528,0.641,0.006,-0.002,0.014
all,wql,290,TimesFM-3.0,Chronos-2 + cov.,0.641,0.59,0.697,0.019,0.008,0.03
all,wql,290,TimesFM-3.0,t0-beta + cov.,0.686,0.638,0.741,0.031,0.02,0.041
all,wql,290,TimesFM-3.0,PatchTST-FM-r2,0.686,0.634,0.738,0.026,0.014,0.038
all,wql,290,TimesFM-3.0,Toto-2.0-22M + cov.,0.724,0.672,0.779,0.034,0.024,0.044
all,wql,290,TimesFM-3.0,Chronos-2,0.776,0.731,0.821,0.035,0.026,0.044
all,wql,290,TimesFM-3.0,t0-beta,0.786,0.741,0.834,0.041,0.031,0.052
all,wql,290,TimesFM-3.0,Toto-2.0-22M,0.731,0.679,0.779,0.041,0.031,0.051
all,wql,290,TimesFM-3.0,TimesFM-2.5,0.866,0.824,0.9,0.047,0.037,0.056
all,wql,290,TimesFM-3.0,TiRex-2 + cov.,0.797,0.748,0.845,0.044,0.033,0.055
all,wql,290,TimesFM-3.0,Seasonal Naive,0.997,0.99,1.0,0.536,0.514,0.558
all,wql,290,t0-gamma,Timestral-209M + cov.,0.266,0.221,0.317,-0.03,-0.037,-0.023
all,wql,290,t0-gamma,Timestral-209M,0.262,0.21,0.314,-0.027,-0.033,-0.02
all,wql,290,t0-gamma,TimesFM-3.0 + cov.,0.314,0.262,0.366,-0.021,-0.028,-0.015
all,wql,290,t0-gamma,t0-gamma + cov.,0.31,0.259,0.366,-0.015,-0.021,-0.01
all,wql,290,t0-gamma,TimesFM-3.0,0.414,0.359,0.472,-0.006,-0.014,0.002
all,wql,290,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,t0-gamma,Chronos-2 + cov.,0.59,0.534,0.645,0.013,0.004,0.023
all,wql,290,t0-gamma,t0-beta + cov.,0.579,0.521,0.638,0.025,0.016,0.034
all,wql,290,t0-gamma,PatchTST-FM-r2,0.576,0.521,0.631,0.021,0.011,0.03
all,wql,290,t0-gamma,Toto-2.0-22M + cov.,0.683,0.634,0.734,0.028,0.02,0.038
all,wql,290,t0-gamma,Chronos-2,0.686,0.631,0.738,0.03,0.022,0.037
all,wql,290,t0-gamma,t0-beta,0.779,0.728,0.824,0.036,0.028,0.043
all,wql,290,t0-gamma,Toto-2.0-22M,0.707,0.655,0.762,0.036,0.027,0.045
all,wql,290,t0-gamma,TimesFM-2.5,0.693,0.631,0.745,0.042,0.032,0.051
all,wql,290,t0-gamma,TiRex-2 + cov.,0.759,0.707,0.81,0.038,0.029,0.047
all,wql,290,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.533,0.511,0.556
all,wql,290,Chronos-2 + cov.,Timestral-209M + cov.,0.214,0.166,0.259,-0.044,-0.053,-0.035
all,wql,290,Chronos-2 + cov.,Timestral-209M,0.231,0.186,0.279,-0.041,-0.049,-0.033
all,wql,290,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.262,0.214,0.31,-0.035,-0.044,-0.027
all,wql,290,Chronos-2 + cov.,t0-gamma + cov.,0.359,0.303,0.414,-0.029,-0.039,-0.018
all,wql,290,Chronos-2 + cov.,TimesFM-3.0,0.359,0.303,0.41,-0.019,-0.031,-0.008
all,wql,290,Chronos-2 + cov.,t0-gamma,0.41,0.355,0.466,-0.013,-0.023,-0.004
all,wql,290,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Chronos-2 + cov.,t0-beta + cov.,0.503,0.448,0.559,0.012,-0.0,0.025
all,wql,290,Chronos-2 + cov.,PatchTST-FM-r2,0.534,0.479,0.59,0.008,-0.002,0.018
all,wql,290,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.566,0.503,0.621,0.015,0.004,0.026
all,wql,290,Chronos-2 + cov.,Chronos-2,0.645,0.59,0.7,0.017,0.009,0.024
all,wql,290,Chronos-2 + cov.,t0-beta,0.61,0.555,0.666,0.023,0.012,0.034
all,wql,290,Chronos-2 + cov.,Toto-2.0-22M,0.6,0.545,0.659,0.023,0.013,0.033
all,wql,290,Chronos-2 + cov.,TimesFM-2.5,0.628,0.569,0.679,0.029,0.016,0.043
all,wql,290,Chronos-2 + cov.,TiRex-2 + cov.,0.572,0.514,0.628,0.025,0.014,0.037
all,wql,290,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.527,0.507,0.548
all,wql,290,t0-beta + cov.,Timestral-209M + cov.,0.238,0.19,0.286,-0.056,-0.068,-0.045
all,wql,290,t0-beta + cov.,Timestral-209M,0.241,0.197,0.286,-0.053,-0.065,-0.042
all,wql,290,t0-beta + cov.,TimesFM-3.0 + cov.,0.252,0.2,0.297,-0.047,-0.059,-0.036
all,wql,290,t0-beta + cov.,t0-gamma + cov.,0.241,0.19,0.29,-0.041,-0.05,-0.031
all,wql,290,t0-beta + cov.,TimesFM-3.0,0.314,0.259,0.362,-0.031,-0.043,-0.02
all,wql,290,t0-beta + cov.,t0-gamma,0.421,0.362,0.479,-0.025,-0.035,-0.016
all,wql,290,t0-beta + cov.,Chronos-2 + cov.,0.497,0.441,0.552,-0.012,-0.025,0.0
all,wql,290,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,t0-beta + cov.,PatchTST-FM-r2,0.5,0.445,0.555,-0.004,-0.017,0.007
all,wql,290,t0-beta + cov.,Toto-2.0-22M + cov.,0.617,0.562,0.676,0.003,-0.008,0.015
all,wql,290,t0-beta + cov.,Chronos-2,0.586,0.528,0.641,0.005,-0.006,0.015
all,wql,290,t0-beta + cov.,t0-beta,0.655,0.597,0.71,0.011,0.004,0.019
all,wql,290,t0-beta + cov.,Toto-2.0-22M,0.648,0.593,0.703,0.011,-0.002,0.024
all,wql,290,t0-beta + cov.,TimesFM-2.5,0.645,0.59,0.7,0.017,0.009,0.026
all,wql,290,t0-beta + cov.,TiRex-2 + cov.,0.631,0.576,0.69,0.014,0.003,0.024
all,wql,290,t0-beta + cov.,Seasonal Naive,0.997,0.99,1.0,0.521,0.499,0.544
all,wql,290,PatchTST-FM-r2,Timestral-209M + cov.,0.197,0.152,0.245,-0.052,-0.063,-0.041
all,wql,290,PatchTST-FM-r2,Timestral-209M,0.21,0.166,0.259,-0.049,-0.059,-0.039
all,wql,290,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.207,0.162,0.252,-0.043,-0.054,-0.032
all,wql,290,PatchTST-FM-r2,t0-gamma + cov.,0.283,0.231,0.334,-0.037,-0.047,-0.027
all,wql,290,PatchTST-FM-r2,TimesFM-3.0,0.314,0.262,0.366,-0.027,-0.039,-0.015
all,wql,290,PatchTST-FM-r2,t0-gamma,0.424,0.369,0.479,-0.021,-0.031,-0.011
all,wql,290,PatchTST-FM-r2,Chronos-2 + cov.,0.466,0.41,0.521,-0.008,-0.018,0.002
all,wql,290,PatchTST-FM-r2,t0-beta + cov.,0.5,0.445,0.555,0.004,-0.007,0.016
all,wql,290,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.61,0.555,0.669,0.008,-0.004,0.018
all,wql,290,PatchTST-FM-r2,Chronos-2,0.579,0.521,0.634,0.009,-0.001,0.019
all,wql,290,PatchTST-FM-r2,t0-beta,0.579,0.524,0.638,0.016,0.006,0.027
all,wql,290,PatchTST-FM-r2,Toto-2.0-22M,0.621,0.562,0.676,0.015,0.002,0.027
all,wql,290,PatchTST-FM-r2,TimesFM-2.5,0.607,0.548,0.662,0.022,0.009,0.034
all,wql,290,PatchTST-FM-r2,TiRex-2 + cov.,0.586,0.531,0.641,0.018,0.005,0.031
all,wql,290,PatchTST-FM-r2,Seasonal Naive,0.997,0.99,1.0,0.523,0.502,0.546
all,wql,290,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.19,0.148,0.238,-0.06,-0.07,-0.049
all,wql,290,Toto-2.0-22M + cov.,Timestral-209M,0.186,0.145,0.234,-0.057,-0.066,-0.048
all,wql,290,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.234,0.186,0.286,-0.051,-0.061,-0.04
all,wql,290,Toto-2.0-22M + cov.,t0-gamma + cov.,0.255,0.203,0.304,-0.045,-0.056,-0.035
all,wql,290,Toto-2.0-22M + cov.,TimesFM-3.0,0.276,0.221,0.328,-0.035,-0.046,-0.024
all,wql,290,Toto-2.0-22M + cov.,t0-gamma,0.317,0.266,0.366,-0.029,-0.039,-0.02
all,wql,290,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.434,0.379,0.497,-0.015,-0.026,-0.004
all,wql,290,Toto-2.0-22M + cov.,t0-beta + cov.,0.383,0.324,0.438,-0.003,-0.015,0.008
all,wql,290,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.39,0.331,0.445,-0.008,-0.019,0.004
all,wql,290,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Toto-2.0-22M + cov.,Chronos-2,0.462,0.4,0.517,0.001,-0.006,0.009
all,wql,290,Toto-2.0-22M + cov.,t0-beta,0.448,0.39,0.507,0.008,-0.002,0.018
all,wql,290,Toto-2.0-22M + cov.,Toto-2.0-22M,0.566,0.507,0.621,0.008,0.001,0.015
all,wql,290,Toto-2.0-22M + cov.,TimesFM-2.5,0.476,0.414,0.534,0.014,0.002,0.025
all,wql,290,Toto-2.0-22M + cov.,TiRex-2 + cov.,0.548,0.493,0.607,0.01,0.002,0.019
all,wql,290,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.52,0.497,0.541
all,wql,290,Chronos-2,Timestral-209M + cov.,0.124,0.086,0.162,-0.061,-0.07,-0.053
all,wql,290,Chronos-2,Timestral-209M,0.145,0.11,0.186,-0.058,-0.066,-0.051
all,wql,290,Chronos-2,TimesFM-3.0 + cov.,0.159,0.121,0.2,-0.052,-0.061,-0.043
all,wql,290,Chronos-2,t0-gamma + cov.,0.238,0.19,0.286,-0.046,-0.055,-0.037
all,wql,290,Chronos-2,TimesFM-3.0,0.224,0.179,0.269,-0.037,-0.046,-0.027
all,wql,290,Chronos-2,t0-gamma,0.314,0.262,0.369,-0.03,-0.038,-0.023
all,wql,290,Chronos-2,Chronos-2 + cov.,0.355,0.3,0.41,-0.017,-0.025,-0.009
all,wql,290,Chronos-2,t0-beta + cov.,0.414,0.359,0.472,-0.005,-0.016,0.006
all,wql,290,Chronos-2,PatchTST-FM-r2,0.421,0.366,0.479,-0.009,-0.019,0.001
all,wql,290,Chronos-2,Toto-2.0-22M + cov.,0.538,0.483,0.6,-0.001,-0.01,0.006
all,wql,290,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Chronos-2,t0-beta,0.531,0.479,0.586,0.006,-0.002,0.015
all,wql,290,Chronos-2,Toto-2.0-22M,0.552,0.497,0.607,0.006,-0.002,0.014
all,wql,290,Chronos-2,TimesFM-2.5,0.555,0.5,0.614,0.013,0.002,0.023
all,wql,290,Chronos-2,TiRex-2 + cov.,0.569,0.514,0.624,0.009,-0.0,0.018
all,wql,290,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.519,0.498,0.541
all,wql,290,t0-beta,Timestral-209M + cov.,0.152,0.11,0.193,-0.068,-0.079,-0.058
all,wql,290,t0-beta,Timestral-209M,0.138,0.1,0.179,-0.065,-0.075,-0.054
all,wql,290,t0-beta,TimesFM-3.0 + cov.,0.203,0.159,0.248,-0.059,-0.07,-0.048
all,wql,290,t0-beta,t0-gamma + cov.,0.203,0.155,0.252,-0.053,-0.062,-0.044
all,wql,290,t0-beta,TimesFM-3.0,0.214,0.166,0.259,-0.043,-0.055,-0.032
all,wql,290,t0-beta,t0-gamma,0.221,0.176,0.272,-0.037,-0.045,-0.029
all,wql,290,t0-beta,Chronos-2 + cov.,0.39,0.334,0.445,-0.024,-0.035,-0.013
all,wql,290,t0-beta,t0-beta + cov.,0.345,0.29,0.403,-0.011,-0.02,-0.004
all,wql,290,t0-beta,PatchTST-FM-r2,0.421,0.362,0.476,-0.016,-0.027,-0.006
all,wql,290,t0-beta,Toto-2.0-22M + cov.,0.552,0.493,0.61,-0.008,-0.018,0.002
all,wql,290,t0-beta,Chronos-2,0.469,0.414,0.521,-0.006,-0.015,0.002
all,wql,290,t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,t0-beta,Toto-2.0-22M,0.566,0.51,0.621,-0.0,-0.012,0.011
all,wql,290,t0-beta,TimesFM-2.5,0.572,0.514,0.628,0.006,-0.004,0.015
all,wql,290,t0-beta,TiRex-2 + cov.,0.59,0.528,0.645,0.003,-0.007,0.011
all,wql,290,t0-beta,Seasonal Naive,1.0,1.0,1.0,0.516,0.493,0.539
all,wql,290,Toto-2.0-22M,Timestral-209M + cov.,0.159,0.121,0.2,-0.068,-0.079,-0.057
all,wql,290,Toto-2.0-22M,Timestral-209M,0.155,0.114,0.197,-0.065,-0.074,-0.056
all,wql,290,Toto-2.0-22M,TimesFM-3.0 + cov.,0.214,0.166,0.262,-0.059,-0.069,-0.049
all,wql,290,Toto-2.0-22M,t0-gamma + cov.,0.241,0.193,0.293,-0.053,-0.064,-0.041
all,wql,290,Toto-2.0-22M,TimesFM-3.0,0.269,0.221,0.321,-0.043,-0.054,-0.032
all,wql,290,Toto-2.0-22M,t0-gamma,0.293,0.238,0.345,-0.037,-0.047,-0.028
all,wql,290,Toto-2.0-22M,Chronos-2 + cov.,0.4,0.341,0.455,-0.023,-0.034,-0.013
all,wql,290,Toto-2.0-22M,t0-beta + cov.,0.352,0.297,0.407,-0.011,-0.024,0.002
all,wql,290,Toto-2.0-22M,PatchTST-FM-r2,0.379,0.324,0.438,-0.016,-0.028,-0.002
all,wql,290,Toto-2.0-22M,Toto-2.0-22M + cov.,0.434,0.379,0.493,-0.008,-0.016,-0.001
all,wql,290,Toto-2.0-22M,Chronos-2,0.448,0.393,0.503,-0.006,-0.014,0.002
all,wql,290,Toto-2.0-22M,t0-beta,0.434,0.379,0.49,0.0,-0.011,0.012
all,wql,290,Toto-2.0-22M,Toto-2.0-22M,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,Toto-2.0-22M,TimesFM-2.5,0.459,0.4,0.517,0.006,-0.007,0.02
all,wql,290,Toto-2.0-22M,TiRex-2 + cov.,0.531,0.476,0.586,0.003,-0.009,0.012
all,wql,290,Toto-2.0-22M,Seasonal Naive,0.997,0.99,1.0,0.516,0.493,0.539
all,wql,290,TimesFM-2.5,Timestral-209M + cov.,0.162,0.121,0.207,-0.075,-0.088,-0.062
all,wql,290,TimesFM-2.5,Timestral-209M,0.162,0.121,0.21,-0.072,-0.086,-0.059
all,wql,290,TimesFM-2.5,TimesFM-3.0 + cov.,0.166,0.128,0.21,-0.066,-0.078,-0.054
all,wql,290,TimesFM-2.5,t0-gamma + cov.,0.203,0.159,0.252,-0.06,-0.071,-0.048
all,wql,290,TimesFM-2.5,TimesFM-3.0,0.134,0.1,0.176,-0.05,-0.059,-0.039
all,wql,290,TimesFM-2.5,t0-gamma,0.307,0.255,0.369,-0.044,-0.054,-0.033
all,wql,290,TimesFM-2.5,Chronos-2 + cov.,0.372,0.321,0.431,-0.03,-0.045,-0.016
all,wql,290,TimesFM-2.5,t0-beta + cov.,0.355,0.3,0.41,-0.018,-0.026,-0.009
all,wql,290,TimesFM-2.5,PatchTST-FM-r2,0.393,0.338,0.452,-0.022,-0.035,-0.009
all,wql,290,TimesFM-2.5,Toto-2.0-22M + cov.,0.524,0.466,0.586,-0.014,-0.026,-0.002
all,wql,290,TimesFM-2.5,Chronos-2,0.445,0.386,0.5,-0.013,-0.024,-0.002
all,wql,290,TimesFM-2.5,t0-beta,0.428,0.372,0.486,-0.006,-0.015,0.004
all,wql,290,TimesFM-2.5,Toto-2.0-22M,0.541,0.483,0.6,-0.006,-0.02,0.007
all,wql,290,TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,TimesFM-2.5,TiRex-2 + cov.,0.51,0.452,0.569,-0.004,-0.014,0.006
all,wql,290,TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.513,0.49,0.535
all,wql,290,TiRex-2 + cov.,Timestral-209M + cov.,0.162,0.124,0.207,-0.071,-0.085,-0.059
all,wql,290,TiRex-2 + cov.,Timestral-209M,0.159,0.121,0.203,-0.068,-0.08,-0.057
all,wql,290,TiRex-2 + cov.,TimesFM-3.0 + cov.,0.193,0.152,0.238,-0.062,-0.074,-0.05
all,wql,290,TiRex-2 + cov.,t0-gamma + cov.,0.234,0.19,0.283,-0.056,-0.067,-0.044
all,wql,290,TiRex-2 + cov.,TimesFM-3.0,0.203,0.155,0.252,-0.046,-0.058,-0.034
all,wql,290,TiRex-2 + cov.,t0-gamma,0.241,0.19,0.293,-0.04,-0.05,-0.03
all,wql,290,TiRex-2 + cov.,Chronos-2 + cov.,0.428,0.372,0.486,-0.026,-0.039,-0.014
all,wql,290,TiRex-2 + cov.,t0-beta + cov.,0.369,0.31,0.424,-0.014,-0.025,-0.003
all,wql,290,TiRex-2 + cov.,PatchTST-FM-r2,0.414,0.359,0.469,-0.018,-0.032,-0.006
all,wql,290,TiRex-2 + cov.,Toto-2.0-22M + cov.,0.452,0.393,0.507,-0.011,-0.019,-0.002
all,wql,290,TiRex-2 + cov.,Chronos-2,0.431,0.376,0.486,-0.009,-0.019,0.0
all,wql,290,TiRex-2 + cov.,t0-beta,0.41,0.355,0.472,-0.003,-0.011,0.007
all,wql,290,TiRex-2 + cov.,Toto-2.0-22M,0.469,0.414,0.524,-0.003,-0.012,0.009
all,wql,290,TiRex-2 + cov.,TimesFM-2.5,0.49,0.431,0.548,0.004,-0.006,0.013
all,wql,290,TiRex-2 + cov.,TiRex-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
all,wql,290,TiRex-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.515,0.491,0.538
all,wql,290,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-1.207,-1.316,-1.108
all,wql,290,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-1.2,-1.312,-1.101
all,wql,290,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-1.188,-1.292,-1.092
all,wql,290,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-1.175,-1.284,-1.079
all,wql,290,Seasonal Naive,TimesFM-3.0,0.003,0.0,0.01,-1.155,-1.262,-1.056
all,wql,290,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-1.142,-1.25,-1.047
all,wql,290,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-1.114,-1.213,-1.028
all,wql,290,Seasonal Naive,t0-beta + cov.,0.003,0.0,0.01,-1.089,-1.191,-0.996
all,wql,290,Seasonal Naive,PatchTST-FM-r2,0.003,0.0,0.01,-1.098,-1.202,-1.006
all,wql,290,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-1.082,-1.18,-0.988
all,wql,290,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.079,-1.177,-0.99
all,wql,290,Seasonal Naive,t0-beta,0.0,0.0,0.0,-1.065,-1.167,-0.972
all,wql,290,Seasonal Naive,Toto-2.0-22M,0.003,0.0,0.01,-1.066,-1.169,-0.972
all,wql,290,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-1.053,-1.151,-0.961
all,wql,290,Seasonal Naive,TiRex-2 + cov.,0.0,0.0,0.0,-1.06,-1.164,-0.965
all,wql,290,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
weekly,wql,152,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,wql,152,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.559,0.487,0.638,0.006,-0.002,0.014
weekly,wql,152,Timestral-209M + cov.,Timestral-209M,0.671,0.592,0.743,0.011,0.006,0.016
weekly,wql,152,Timestral-209M + cov.,TimesFM-3.0,0.651,0.579,0.73,0.015,0.004,0.026
weekly,wql,152,Timestral-209M + cov.,t0-gamma + cov.,0.625,0.553,0.704,0.007,-0.002,0.016
weekly,wql,152,Timestral-209M + cov.,t0-gamma,0.829,0.77,0.895,0.032,0.025,0.04
weekly,wql,152,Timestral-209M + cov.,t0-beta + cov.,0.776,0.704,0.842,0.041,0.031,0.05
weekly,wql,152,Timestral-209M + cov.,PatchTST-FM-r2,0.796,0.73,0.862,0.037,0.027,0.048
weekly,wql,152,Timestral-209M + cov.,Chronos-2 + cov.,0.822,0.763,0.882,0.047,0.036,0.059
weekly,wql,152,Timestral-209M + cov.,TimesFM-2.5,0.849,0.796,0.908,0.06,0.046,0.073
weekly,wql,152,Timestral-209M + cov.,Chronos-2,0.908,0.855,0.954,0.063,0.054,0.074
weekly,wql,152,Timestral-209M + cov.,t0-beta,0.928,0.882,0.967,0.069,0.06,0.078
weekly,wql,152,Timestral-209M + cov.,TiRex-2 + cov.,0.895,0.849,0.941,0.081,0.068,0.093
weekly,wql,152,Timestral-209M + cov.,TiRex-2,0.901,0.855,0.947,0.083,0.069,0.095
weekly,wql,152,Timestral-209M + cov.,Toto-2.0-22M + cov.,0.941,0.895,0.974,0.076,0.065,0.086
weekly,wql,152,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.581,0.548,0.611
weekly,wql,152,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.441,0.362,0.513,-0.006,-0.014,0.002
weekly,wql,152,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,wql,152,TimesFM-3.0 + cov.,Timestral-209M,0.513,0.434,0.586,0.005,-0.003,0.012
weekly,wql,152,TimesFM-3.0 + cov.,TimesFM-3.0,0.618,0.539,0.697,0.009,-0.0,0.018
weekly,wql,152,TimesFM-3.0 + cov.,t0-gamma + cov.,0.539,0.461,0.612,0.001,-0.008,0.011
weekly,wql,152,TimesFM-3.0 + cov.,t0-gamma,0.717,0.651,0.789,0.026,0.018,0.034
weekly,wql,152,TimesFM-3.0 + cov.,t0-beta + cov.,0.77,0.697,0.829,0.035,0.024,0.045
weekly,wql,152,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.783,0.711,0.849,0.031,0.021,0.042
weekly,wql,152,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.757,0.691,0.822,0.042,0.032,0.053
weekly,wql,152,TimesFM-3.0 + cov.,TimesFM-2.5,0.822,0.757,0.888,0.054,0.041,0.066
weekly,wql,152,TimesFM-3.0 + cov.,Chronos-2,0.882,0.829,0.934,0.058,0.047,0.068
weekly,wql,152,TimesFM-3.0 + cov.,t0-beta,0.855,0.796,0.908,0.064,0.053,0.074
weekly,wql,152,TimesFM-3.0 + cov.,TiRex-2 + cov.,0.836,0.77,0.888,0.076,0.062,0.088
weekly,wql,152,TimesFM-3.0 + cov.,TiRex-2,0.855,0.789,0.914,0.078,0.063,0.09
weekly,wql,152,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.888,0.829,0.934,0.07,0.057,0.081
weekly,wql,152,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.579,0.546,0.608
weekly,wql,152,Timestral-209M,Timestral-209M + cov.,0.329,0.257,0.408,-0.011,-0.016,-0.006
weekly,wql,152,Timestral-209M,TimesFM-3.0 + cov.,0.487,0.414,0.566,-0.005,-0.013,0.003
weekly,wql,152,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
weekly,wql,152,Timestral-209M,TimesFM-3.0,0.539,0.461,0.618,0.004,-0.005,0.015
weekly,wql,152,Timestral-209M,t0-gamma + cov.,0.533,0.454,0.612,-0.004,-0.013,0.005
weekly,wql,152,Timestral-209M,t0-gamma,0.77,0.697,0.836,0.021,0.014,0.028
weekly,wql,152,Timestral-209M,t0-beta + cov.,0.743,0.671,0.809,0.03,0.021,0.04
weekly,wql,152,Timestral-209M,PatchTST-FM-r2,0.757,0.691,0.822,0.027,0.018,0.036
weekly,wql,152,Timestral-209M,Chronos-2 + cov.,0.763,0.697,0.829,0.037,0.026,0.048
weekly,wql,152,Timestral-209M,TimesFM-2.5,0.836,0.776,0.888,0.049,0.037,0.062
weekly,wql,152,Timestral-209M,Chronos-2,0.862,0.809,0.921,0.053,0.044,0.063
weekly,wql,152,Timestral-209M,t0-beta,0.941,0.901,0.974,0.059,0.049,0.068
weekly,wql,152,Timestral-209M,TiRex-2 + cov.,0.895,0.842,0.941,0.071,0.059,0.082
weekly,wql,152,Timestral-209M,TiRex-2,0.895,0.842,0.941,0.073,0.06,0.085
weekly,wql,152,Timestral-209M,Toto-2.0-22M + cov.,0.895,0.842,0.941,0.066,0.055,0.076
weekly,wql,152,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.577,0.543,0.606
weekly,wql,152,TimesFM-3.0,Timestral-209M + cov.,0.349,0.27,0.421,-0.015,-0.027,-0.004
weekly,wql,152,TimesFM-3.0,TimesFM-3.0 + cov.,0.382,0.303,0.461,-0.009,-0.018,0.0
weekly,wql,152,TimesFM-3.0,Timestral-209M,0.461,0.382,0.539,-0.004,-0.015,0.005
weekly,wql,152,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
weekly,wql,152,TimesFM-3.0,t0-gamma + cov.,0.507,0.427,0.586,-0.008,-0.02,0.004
weekly,wql,152,TimesFM-3.0,t0-gamma,0.691,0.612,0.763,0.017,0.007,0.026
weekly,wql,152,TimesFM-3.0,t0-beta + cov.,0.684,0.612,0.757,0.026,0.016,0.036
weekly,wql,152,TimesFM-3.0,PatchTST-FM-r2,0.717,0.638,0.789,0.022,0.012,0.032
weekly,wql,152,TimesFM-3.0,Chronos-2 + cov.,0.678,0.599,0.75,0.033,0.019,0.048
weekly,wql,152,TimesFM-3.0,TimesFM-2.5,0.888,0.836,0.934,0.045,0.038,0.054
weekly,wql,152,TimesFM-3.0,Chronos-2,0.868,0.816,0.921,0.049,0.038,0.059
weekly,wql,152,TimesFM-3.0,t0-beta,0.895,0.842,0.941,0.055,0.044,0.066
weekly,wql,152,TimesFM-3.0,TiRex-2 + cov.,0.888,0.836,0.934,0.068,0.057,0.078
weekly,wql,152,TimesFM-3.0,TiRex-2,0.882,0.822,0.928,0.069,0.058,0.08
weekly,wql,152,TimesFM-3.0,Toto-2.0-22M + cov.,0.888,0.836,0.934,0.062,0.051,0.071
weekly,wql,152,TimesFM-3.0,Seasonal Naive,1.0,1.0,1.0,0.575,0.542,0.604
weekly,wql,152,t0-gamma + cov.,Timestral-209M + cov.,0.375,0.296,0.447,-0.007,-0.017,0.002
weekly,wql,152,t0-gamma + cov.,TimesFM-3.0 + cov.,0.461,0.388,0.539,-0.001,-0.011,0.008
weekly,wql,152,t0-gamma + cov.,Timestral-209M,0.467,0.388,0.546,0.004,-0.005,0.012
weekly,wql,152,t0-gamma + cov.,TimesFM-3.0,0.493,0.414,0.573,0.008,-0.004,0.019
weekly,wql,152,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
weekly,wql,152,t0-gamma + cov.,t0-gamma,0.803,0.737,0.868,0.025,0.018,0.032
weekly,wql,152,t0-gamma + cov.,t0-beta + cov.,0.757,0.684,0.816,0.034,0.023,0.045
weekly,wql,152,t0-gamma + cov.,PatchTST-FM-r2,0.757,0.684,0.822,0.03,0.019,0.042
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weekly,wql,152,Chronos-2 + cov.,t0-beta + cov.,0.493,0.408,0.572,-0.007,-0.023,0.007
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weekly,wql,152,TimesFM-2.5,TimesFM-3.0 + cov.,0.178,0.112,0.243,-0.057,-0.071,-0.043
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weekly,wql,152,TimesFM-2.5,t0-beta,0.507,0.421,0.579,0.01,-0.003,0.023
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weekly,wql,152,Chronos-2,TimesFM-3.0 + cov.,0.118,0.066,0.171,-0.061,-0.073,-0.049
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weekly,wql,152,Chronos-2,Chronos-2 + cov.,0.362,0.289,0.434,-0.017,-0.028,-0.005
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weekly,wql,152,t0-beta,TimesFM-3.0 + cov.,0.145,0.092,0.204,-0.068,-0.08,-0.056
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weekly,wql,152,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.547,0.513,0.58
weekly,wql,152,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-1.388,-1.573,-1.212
weekly,wql,152,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-1.374,-1.549,-1.201
weekly,wql,152,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-1.362,-1.536,-1.189
weekly,wql,152,Seasonal Naive,TimesFM-3.0,0.0,0.0,0.0,-1.352,-1.523,-1.183
weekly,wql,152,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-1.371,-1.548,-1.203
weekly,wql,152,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-1.312,-1.487,-1.145
weekly,wql,152,Seasonal Naive,t0-beta + cov.,0.0,0.0,0.0,-1.291,-1.462,-1.124
weekly,wql,152,Seasonal Naive,PatchTST-FM-r2,0.0,0.0,0.0,-1.3,-1.46,-1.141
weekly,wql,152,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-1.275,-1.438,-1.116
weekly,wql,152,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-1.246,-1.409,-1.095
weekly,wql,152,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.237,-1.394,-1.086
weekly,wql,152,Seasonal Naive,t0-beta,0.0,0.0,0.0,-1.223,-1.385,-1.061
weekly,wql,152,Seasonal Naive,TiRex-2 + cov.,0.0,0.0,0.0,-1.193,-1.365,-1.036
weekly,wql,152,Seasonal Naive,TiRex-2,0.0,0.0,0.0,-1.19,-1.359,-1.032
weekly,wql,152,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-1.207,-1.378,-1.054
weekly,wql,152,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Timestral-209M,Timestral-209M + cov.,0.578,0.49,0.676,0.013,0.002,0.025
monthly,wql,102,Timestral-209M,TimesFM-3.0 + cov.,0.578,0.49,0.667,0.016,0.005,0.027
monthly,wql,102,Timestral-209M,t0-gamma + cov.,0.637,0.539,0.725,0.026,0.012,0.039
monthly,wql,102,Timestral-209M,Toto-2.0-22M + cov.,0.637,0.539,0.725,0.026,0.014,0.038
monthly,wql,102,Timestral-209M,t0-gamma,0.706,0.618,0.784,0.033,0.022,0.045
monthly,wql,102,Timestral-209M,TimesFM-3.0,0.745,0.657,0.824,0.042,0.027,0.057
monthly,wql,102,Timestral-209M,Toto-2.0-22M,0.647,0.559,0.735,0.044,0.03,0.061
monthly,wql,102,Timestral-209M,Chronos-2 + cov.,0.716,0.627,0.794,0.039,0.027,0.05
monthly,wql,102,Timestral-209M,TiRex-2 + cov.,0.735,0.647,0.814,0.04,0.021,0.056
monthly,wql,102,Timestral-209M,t0-beta + cov.,0.716,0.627,0.804,0.072,0.048,0.095
monthly,wql,102,Timestral-209M,TiRex-2,0.784,0.706,0.863,0.047,0.028,0.064
monthly,wql,102,Timestral-209M,Chronos-2,0.804,0.725,0.873,0.058,0.045,0.071
monthly,wql,102,Timestral-209M,t0-beta,0.755,0.667,0.833,0.069,0.046,0.089
monthly,wql,102,Timestral-209M,PatchTST-FM-r2,0.824,0.745,0.892,0.081,0.059,0.1
monthly,wql,102,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.542,0.51,0.573
monthly,wql,102,Timestral-209M + cov.,Timestral-209M,0.422,0.324,0.51,-0.014,-0.025,-0.002
monthly,wql,102,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.529,0.431,0.627,0.003,-0.01,0.014
monthly,wql,102,Timestral-209M + cov.,t0-gamma + cov.,0.627,0.529,0.725,0.013,0.0,0.025
monthly,wql,102,Timestral-209M + cov.,Toto-2.0-22M + cov.,0.559,0.461,0.657,0.013,-0.001,0.028
monthly,wql,102,Timestral-209M + cov.,t0-gamma,0.608,0.51,0.696,0.02,0.008,0.032
monthly,wql,102,Timestral-209M + cov.,TimesFM-3.0,0.706,0.618,0.794,0.029,0.011,0.046
monthly,wql,102,Timestral-209M + cov.,Toto-2.0-22M,0.637,0.539,0.735,0.032,0.012,0.053
monthly,wql,102,Timestral-209M + cov.,Chronos-2 + cov.,0.676,0.578,0.765,0.026,0.012,0.038
monthly,wql,102,Timestral-209M + cov.,TiRex-2 + cov.,0.716,0.618,0.804,0.027,0.009,0.043
monthly,wql,102,Timestral-209M + cov.,t0-beta + cov.,0.696,0.608,0.775,0.059,0.039,0.079
monthly,wql,102,Timestral-209M + cov.,TiRex-2,0.775,0.686,0.853,0.034,0.015,0.052
monthly,wql,102,Timestral-209M + cov.,Chronos-2,0.794,0.716,0.873,0.045,0.031,0.06
monthly,wql,102,Timestral-209M + cov.,t0-beta,0.755,0.667,0.833,0.056,0.036,0.074
monthly,wql,102,Timestral-209M + cov.,PatchTST-FM-r2,0.775,0.686,0.853,0.069,0.049,0.088
monthly,wql,102,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.536,0.506,0.566
monthly,wql,102,TimesFM-3.0 + cov.,Timestral-209M,0.422,0.333,0.51,-0.016,-0.028,-0.005
monthly,wql,102,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.471,0.373,0.569,-0.003,-0.014,0.01
monthly,wql,102,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,TimesFM-3.0 + cov.,t0-gamma + cov.,0.608,0.51,0.706,0.01,-0.005,0.024
monthly,wql,102,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.569,0.471,0.667,0.011,-0.007,0.027
monthly,wql,102,TimesFM-3.0 + cov.,t0-gamma,0.657,0.559,0.745,0.018,0.005,0.031
monthly,wql,102,TimesFM-3.0 + cov.,TimesFM-3.0,0.716,0.637,0.794,0.026,0.012,0.04
monthly,wql,102,TimesFM-3.0 + cov.,Toto-2.0-22M,0.618,0.52,0.706,0.029,0.013,0.047
monthly,wql,102,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.667,0.578,0.755,0.023,0.009,0.037
monthly,wql,102,TimesFM-3.0 + cov.,TiRex-2 + cov.,0.735,0.647,0.824,0.024,0.003,0.043
monthly,wql,102,TimesFM-3.0 + cov.,t0-beta + cov.,0.706,0.618,0.794,0.057,0.032,0.08
monthly,wql,102,TimesFM-3.0 + cov.,TiRex-2,0.765,0.686,0.843,0.032,0.009,0.051
monthly,wql,102,TimesFM-3.0 + cov.,Chronos-2,0.755,0.667,0.833,0.043,0.027,0.061
monthly,wql,102,TimesFM-3.0 + cov.,t0-beta,0.755,0.667,0.833,0.054,0.029,0.075
monthly,wql,102,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.784,0.706,0.863,0.067,0.042,0.089
monthly,wql,102,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.535,0.504,0.565
monthly,wql,102,t0-gamma + cov.,Timestral-209M,0.363,0.275,0.461,-0.026,-0.04,-0.012
monthly,wql,102,t0-gamma + cov.,Timestral-209M + cov.,0.373,0.275,0.471,-0.013,-0.025,-0.0
monthly,wql,102,t0-gamma + cov.,TimesFM-3.0 + cov.,0.392,0.294,0.49,-0.01,-0.025,0.005
monthly,wql,102,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,t0-gamma + cov.,Toto-2.0-22M + cov.,0.52,0.431,0.608,0.0,-0.014,0.015
monthly,wql,102,t0-gamma + cov.,t0-gamma,0.637,0.539,0.716,0.008,-0.0,0.016
monthly,wql,102,t0-gamma + cov.,TimesFM-3.0,0.569,0.471,0.657,0.016,-0.002,0.035
monthly,wql,102,t0-gamma + cov.,Toto-2.0-22M,0.578,0.48,0.667,0.019,0.0,0.039
monthly,wql,102,t0-gamma + cov.,Chronos-2 + cov.,0.539,0.441,0.627,0.013,-0.005,0.03
monthly,wql,102,t0-gamma + cov.,TiRex-2 + cov.,0.667,0.569,0.755,0.014,0.0,0.027
monthly,wql,102,t0-gamma + cov.,t0-beta + cov.,0.735,0.647,0.814,0.047,0.031,0.063
monthly,wql,102,t0-gamma + cov.,TiRex-2,0.765,0.676,0.843,0.022,0.009,0.034
monthly,wql,102,t0-gamma + cov.,Chronos-2,0.716,0.627,0.794,0.033,0.02,0.045
monthly,wql,102,t0-gamma + cov.,t0-beta,0.765,0.686,0.843,0.044,0.028,0.058
monthly,wql,102,t0-gamma + cov.,PatchTST-FM-r2,0.725,0.637,0.814,0.057,0.037,0.078
monthly,wql,102,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.53,0.498,0.561
monthly,wql,102,Toto-2.0-22M + cov.,Timestral-209M,0.363,0.275,0.461,-0.027,-0.04,-0.014
monthly,wql,102,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.441,0.343,0.539,-0.013,-0.029,0.001
monthly,wql,102,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.431,0.333,0.529,-0.011,-0.028,0.007
monthly,wql,102,Toto-2.0-22M + cov.,t0-gamma + cov.,0.48,0.392,0.569,-0.0,-0.015,0.013
monthly,wql,102,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Toto-2.0-22M + cov.,t0-gamma,0.539,0.451,0.627,0.007,-0.007,0.021
monthly,wql,102,Toto-2.0-22M + cov.,TimesFM-3.0,0.569,0.471,0.657,0.016,-0.005,0.038
monthly,wql,102,Toto-2.0-22M + cov.,Toto-2.0-22M,0.667,0.578,0.755,0.019,0.002,0.038
monthly,wql,102,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.627,0.529,0.716,0.013,-0.004,0.029
monthly,wql,102,Toto-2.0-22M + cov.,TiRex-2 + cov.,0.637,0.539,0.725,0.014,-0.003,0.029
monthly,wql,102,Toto-2.0-22M + cov.,t0-beta + cov.,0.608,0.51,0.706,0.047,0.026,0.067
monthly,wql,102,Toto-2.0-22M + cov.,TiRex-2,0.676,0.578,0.765,0.022,0.006,0.035
monthly,wql,102,Toto-2.0-22M + cov.,Chronos-2,0.676,0.588,0.765,0.033,0.02,0.046
monthly,wql,102,Toto-2.0-22M + cov.,t0-beta,0.667,0.569,0.745,0.043,0.025,0.061
monthly,wql,102,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.706,0.618,0.794,0.057,0.039,0.074
monthly,wql,102,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.53,0.497,0.56
monthly,wql,102,t0-gamma,Timestral-209M,0.294,0.216,0.382,-0.035,-0.047,-0.022
monthly,wql,102,t0-gamma,Timestral-209M + cov.,0.392,0.304,0.49,-0.021,-0.033,-0.008
monthly,wql,102,t0-gamma,TimesFM-3.0 + cov.,0.343,0.255,0.441,-0.018,-0.032,-0.005
monthly,wql,102,t0-gamma,t0-gamma + cov.,0.363,0.284,0.461,-0.008,-0.016,0.0
monthly,wql,102,t0-gamma,Toto-2.0-22M + cov.,0.461,0.373,0.549,-0.008,-0.022,0.007
monthly,wql,102,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,t0-gamma,TimesFM-3.0,0.52,0.422,0.618,0.008,-0.007,0.024
monthly,wql,102,t0-gamma,Toto-2.0-22M,0.5,0.412,0.598,0.011,-0.007,0.031
monthly,wql,102,t0-gamma,Chronos-2 + cov.,0.52,0.422,0.608,0.005,-0.013,0.022
monthly,wql,102,t0-gamma,TiRex-2 + cov.,0.667,0.569,0.755,0.007,-0.009,0.021
monthly,wql,102,t0-gamma,t0-beta + cov.,0.618,0.52,0.716,0.04,0.021,0.058
monthly,wql,102,t0-gamma,TiRex-2,0.696,0.608,0.784,0.014,-0.003,0.03
monthly,wql,102,t0-gamma,Chronos-2,0.627,0.539,0.716,0.026,0.014,0.039
monthly,wql,102,t0-gamma,t0-beta,0.735,0.657,0.814,0.036,0.019,0.051
monthly,wql,102,t0-gamma,PatchTST-FM-r2,0.706,0.618,0.794,0.05,0.028,0.07
monthly,wql,102,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.526,0.493,0.557
monthly,wql,102,TimesFM-3.0,Timestral-209M,0.255,0.176,0.343,-0.043,-0.06,-0.028
monthly,wql,102,TimesFM-3.0,Timestral-209M + cov.,0.294,0.206,0.382,-0.03,-0.048,-0.011
monthly,wql,102,TimesFM-3.0,TimesFM-3.0 + cov.,0.284,0.206,0.363,-0.027,-0.041,-0.012
monthly,wql,102,TimesFM-3.0,t0-gamma + cov.,0.431,0.343,0.529,-0.017,-0.036,0.002
monthly,wql,102,TimesFM-3.0,Toto-2.0-22M + cov.,0.431,0.343,0.529,-0.016,-0.039,0.005
monthly,wql,102,TimesFM-3.0,t0-gamma,0.48,0.382,0.578,-0.009,-0.025,0.007
monthly,wql,102,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,TimesFM-3.0,Toto-2.0-22M,0.461,0.363,0.559,0.003,-0.016,0.022
monthly,wql,102,TimesFM-3.0,Chronos-2 + cov.,0.549,0.451,0.647,-0.003,-0.025,0.017
monthly,wql,102,TimesFM-3.0,TiRex-2 + cov.,0.618,0.529,0.706,-0.002,-0.028,0.019
monthly,wql,102,TimesFM-3.0,t0-beta + cov.,0.696,0.608,0.784,0.032,0.005,0.054
monthly,wql,102,TimesFM-3.0,TiRex-2,0.647,0.549,0.735,0.006,-0.021,0.028
monthly,wql,102,TimesFM-3.0,Chronos-2,0.618,0.529,0.706,0.017,-0.003,0.036
monthly,wql,102,TimesFM-3.0,t0-beta,0.696,0.608,0.784,0.028,-0.002,0.052
monthly,wql,102,TimesFM-3.0,PatchTST-FM-r2,0.667,0.578,0.755,0.041,0.011,0.069
monthly,wql,102,TimesFM-3.0,Seasonal Naive,0.99,0.971,1.0,0.522,0.487,0.553
monthly,wql,102,Toto-2.0-22M,Timestral-209M,0.353,0.265,0.441,-0.047,-0.065,-0.031
monthly,wql,102,Toto-2.0-22M,Timestral-209M + cov.,0.363,0.265,0.461,-0.033,-0.056,-0.012
monthly,wql,102,Toto-2.0-22M,TimesFM-3.0 + cov.,0.382,0.294,0.48,-0.03,-0.05,-0.013
monthly,wql,102,Toto-2.0-22M,t0-gamma + cov.,0.422,0.333,0.52,-0.02,-0.041,-0.0
monthly,wql,102,Toto-2.0-22M,Toto-2.0-22M + cov.,0.333,0.245,0.422,-0.019,-0.04,-0.002
monthly,wql,102,Toto-2.0-22M,t0-gamma,0.5,0.402,0.588,-0.011,-0.032,0.007
monthly,wql,102,Toto-2.0-22M,TimesFM-3.0,0.539,0.441,0.637,-0.003,-0.023,0.016
monthly,wql,102,Toto-2.0-22M,Toto-2.0-22M,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Toto-2.0-22M,Chronos-2 + cov.,0.549,0.461,0.637,-0.006,-0.027,0.012
monthly,wql,102,Toto-2.0-22M,TiRex-2 + cov.,0.559,0.461,0.657,-0.005,-0.033,0.019
monthly,wql,102,Toto-2.0-22M,t0-beta + cov.,0.539,0.451,0.637,0.029,-0.002,0.056
monthly,wql,102,Toto-2.0-22M,TiRex-2,0.569,0.471,0.667,0.003,-0.027,0.025
monthly,wql,102,Toto-2.0-22M,Chronos-2,0.637,0.549,0.735,0.014,-0.003,0.031
monthly,wql,102,Toto-2.0-22M,t0-beta,0.588,0.49,0.676,0.025,-0.005,0.049
monthly,wql,102,Toto-2.0-22M,PatchTST-FM-r2,0.657,0.568,0.745,0.039,0.011,0.063
monthly,wql,102,Toto-2.0-22M,Seasonal Naive,0.99,0.971,1.0,0.521,0.485,0.553
monthly,wql,102,Chronos-2 + cov.,Timestral-209M,0.284,0.206,0.373,-0.04,-0.053,-0.028
monthly,wql,102,Chronos-2 + cov.,Timestral-209M + cov.,0.324,0.235,0.422,-0.026,-0.039,-0.012
monthly,wql,102,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.333,0.245,0.422,-0.024,-0.038,-0.009
monthly,wql,102,Chronos-2 + cov.,t0-gamma + cov.,0.461,0.373,0.559,-0.013,-0.031,0.005
monthly,wql,102,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.373,0.284,0.471,-0.013,-0.03,0.004
monthly,wql,102,Chronos-2 + cov.,t0-gamma,0.48,0.392,0.578,-0.005,-0.023,0.012
monthly,wql,102,Chronos-2 + cov.,TimesFM-3.0,0.451,0.353,0.549,0.003,-0.017,0.024
monthly,wql,102,Chronos-2 + cov.,Toto-2.0-22M,0.451,0.362,0.539,0.006,-0.012,0.026
monthly,wql,102,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Chronos-2 + cov.,TiRex-2 + cov.,0.48,0.382,0.578,0.001,-0.019,0.021
monthly,wql,102,Chronos-2 + cov.,t0-beta + cov.,0.5,0.402,0.598,0.034,0.009,0.061
monthly,wql,102,Chronos-2 + cov.,TiRex-2,0.549,0.461,0.637,0.009,-0.013,0.029
monthly,wql,102,Chronos-2 + cov.,Chronos-2,0.676,0.569,0.765,0.02,0.006,0.035
monthly,wql,102,Chronos-2 + cov.,t0-beta,0.637,0.529,0.725,0.031,0.006,0.054
monthly,wql,102,Chronos-2 + cov.,PatchTST-FM-r2,0.696,0.608,0.784,0.044,0.022,0.064
monthly,wql,102,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.524,0.492,0.554
monthly,wql,102,TiRex-2 + cov.,Timestral-209M,0.265,0.186,0.353,-0.042,-0.06,-0.022
monthly,wql,102,TiRex-2 + cov.,Timestral-209M + cov.,0.284,0.196,0.382,-0.028,-0.045,-0.009
monthly,wql,102,TiRex-2 + cov.,TimesFM-3.0 + cov.,0.265,0.176,0.353,-0.025,-0.045,-0.003
monthly,wql,102,TiRex-2 + cov.,t0-gamma + cov.,0.333,0.245,0.431,-0.015,-0.028,-0.0
monthly,wql,102,TiRex-2 + cov.,Toto-2.0-22M + cov.,0.363,0.275,0.461,-0.014,-0.03,0.003
monthly,wql,102,TiRex-2 + cov.,t0-gamma,0.333,0.245,0.431,-0.007,-0.021,0.009
monthly,wql,102,TiRex-2 + cov.,TimesFM-3.0,0.382,0.294,0.471,0.002,-0.019,0.027
monthly,wql,102,TiRex-2 + cov.,Toto-2.0-22M,0.441,0.343,0.539,0.005,-0.019,0.032
monthly,wql,102,TiRex-2 + cov.,Chronos-2 + cov.,0.52,0.422,0.618,-0.001,-0.021,0.019
monthly,wql,102,TiRex-2 + cov.,TiRex-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,TiRex-2 + cov.,t0-beta + cov.,0.559,0.471,0.657,0.033,0.019,0.049
monthly,wql,102,TiRex-2 + cov.,TiRex-2,0.598,0.51,0.696,0.008,0.002,0.015
monthly,wql,102,TiRex-2 + cov.,Chronos-2,0.598,0.51,0.696,0.019,0.004,0.036
monthly,wql,102,TiRex-2 + cov.,t0-beta,0.539,0.441,0.627,0.03,0.015,0.045
monthly,wql,102,TiRex-2 + cov.,PatchTST-FM-r2,0.657,0.569,0.745,0.043,0.022,0.064
monthly,wql,102,TiRex-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.523,0.492,0.553
monthly,wql,102,t0-beta + cov.,Timestral-209M,0.284,0.196,0.373,-0.077,-0.104,-0.05
monthly,wql,102,t0-beta + cov.,Timestral-209M + cov.,0.304,0.225,0.392,-0.063,-0.086,-0.04
monthly,wql,102,t0-beta + cov.,TimesFM-3.0 + cov.,0.294,0.206,0.382,-0.06,-0.087,-0.033
monthly,wql,102,t0-beta + cov.,t0-gamma + cov.,0.265,0.186,0.353,-0.05,-0.067,-0.032
monthly,wql,102,t0-beta + cov.,Toto-2.0-22M + cov.,0.392,0.294,0.49,-0.049,-0.072,-0.027
monthly,wql,102,t0-beta + cov.,t0-gamma,0.382,0.284,0.48,-0.041,-0.061,-0.022
monthly,wql,102,t0-beta + cov.,TimesFM-3.0,0.304,0.216,0.392,-0.033,-0.057,-0.005
monthly,wql,102,t0-beta + cov.,Toto-2.0-22M,0.461,0.363,0.549,-0.03,-0.06,0.002
monthly,wql,102,t0-beta + cov.,Chronos-2 + cov.,0.5,0.402,0.598,-0.036,-0.065,-0.009
monthly,wql,102,t0-beta + cov.,TiRex-2 + cov.,0.441,0.343,0.529,-0.034,-0.052,-0.019
monthly,wql,102,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,t0-beta + cov.,TiRex-2,0.471,0.373,0.559,-0.026,-0.044,-0.011
monthly,wql,102,t0-beta + cov.,Chronos-2,0.51,0.412,0.608,-0.015,-0.036,0.007
monthly,wql,102,t0-beta + cov.,t0-beta,0.529,0.431,0.618,-0.004,-0.016,0.008
monthly,wql,102,t0-beta + cov.,PatchTST-FM-r2,0.667,0.569,0.755,0.01,-0.018,0.035
monthly,wql,102,t0-beta + cov.,Seasonal Naive,1.0,1.0,1.0,0.506,0.472,0.54
monthly,wql,102,TiRex-2,Timestral-209M,0.216,0.137,0.294,-0.05,-0.069,-0.029
monthly,wql,102,TiRex-2,Timestral-209M + cov.,0.225,0.147,0.314,-0.036,-0.054,-0.015
monthly,wql,102,TiRex-2,TimesFM-3.0 + cov.,0.235,0.157,0.314,-0.033,-0.054,-0.009
monthly,wql,102,TiRex-2,t0-gamma + cov.,0.235,0.157,0.324,-0.023,-0.035,-0.009
monthly,wql,102,TiRex-2,Toto-2.0-22M + cov.,0.324,0.235,0.422,-0.022,-0.036,-0.006
monthly,wql,102,TiRex-2,t0-gamma,0.304,0.216,0.392,-0.015,-0.03,0.003
monthly,wql,102,TiRex-2,TimesFM-3.0,0.353,0.265,0.451,-0.006,-0.029,0.02
monthly,wql,102,TiRex-2,Toto-2.0-22M,0.431,0.333,0.529,-0.003,-0.026,0.026
monthly,wql,102,TiRex-2,Chronos-2 + cov.,0.451,0.362,0.539,-0.009,-0.029,0.013
monthly,wql,102,TiRex-2,TiRex-2 + cov.,0.402,0.304,0.49,-0.008,-0.015,-0.002
monthly,wql,102,TiRex-2,t0-beta + cov.,0.529,0.441,0.627,0.026,0.011,0.042
monthly,wql,102,TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,TiRex-2,Chronos-2,0.569,0.48,0.667,0.011,-0.003,0.028
monthly,wql,102,TiRex-2,t0-beta,0.539,0.441,0.627,0.022,0.009,0.035
monthly,wql,102,TiRex-2,PatchTST-FM-r2,0.637,0.549,0.725,0.036,0.016,0.053
monthly,wql,102,TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.519,0.487,0.551
monthly,wql,102,Chronos-2,Timestral-209M,0.196,0.127,0.275,-0.062,-0.076,-0.047
monthly,wql,102,Chronos-2,Timestral-209M + cov.,0.206,0.127,0.284,-0.048,-0.064,-0.032
monthly,wql,102,Chronos-2,TimesFM-3.0 + cov.,0.245,0.167,0.333,-0.045,-0.065,-0.027
monthly,wql,102,Chronos-2,t0-gamma + cov.,0.284,0.206,0.373,-0.034,-0.048,-0.021
monthly,wql,102,Chronos-2,Toto-2.0-22M + cov.,0.324,0.235,0.412,-0.034,-0.048,-0.021
monthly,wql,102,Chronos-2,t0-gamma,0.373,0.284,0.461,-0.026,-0.04,-0.014
monthly,wql,102,Chronos-2,TimesFM-3.0,0.382,0.294,0.471,-0.018,-0.037,0.003
monthly,wql,102,Chronos-2,Toto-2.0-22M,0.363,0.265,0.451,-0.015,-0.032,0.003
monthly,wql,102,Chronos-2,Chronos-2 + cov.,0.324,0.235,0.431,-0.021,-0.037,-0.006
monthly,wql,102,Chronos-2,TiRex-2 + cov.,0.402,0.304,0.49,-0.019,-0.037,-0.004
monthly,wql,102,Chronos-2,t0-beta + cov.,0.49,0.392,0.588,0.015,-0.007,0.035
monthly,wql,102,Chronos-2,TiRex-2,0.431,0.333,0.52,-0.011,-0.028,0.003
monthly,wql,102,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,Chronos-2,t0-beta,0.569,0.471,0.667,0.011,-0.009,0.029
monthly,wql,102,Chronos-2,PatchTST-FM-r2,0.598,0.51,0.696,0.025,0.003,0.046
monthly,wql,102,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.514,0.482,0.545
monthly,wql,102,t0-beta,Timestral-209M,0.245,0.167,0.333,-0.074,-0.098,-0.048
monthly,wql,102,t0-beta,Timestral-209M + cov.,0.245,0.167,0.333,-0.059,-0.08,-0.038
monthly,wql,102,t0-beta,TimesFM-3.0 + cov.,0.245,0.167,0.333,-0.057,-0.081,-0.03
monthly,wql,102,t0-beta,t0-gamma + cov.,0.235,0.157,0.314,-0.046,-0.062,-0.029
monthly,wql,102,t0-beta,Toto-2.0-22M + cov.,0.333,0.255,0.431,-0.045,-0.065,-0.025
monthly,wql,102,t0-beta,t0-gamma,0.265,0.186,0.343,-0.038,-0.054,-0.019
monthly,wql,102,t0-beta,TimesFM-3.0,0.304,0.216,0.392,-0.029,-0.055,0.002
monthly,wql,102,t0-beta,Toto-2.0-22M,0.412,0.324,0.51,-0.026,-0.051,0.005
monthly,wql,102,t0-beta,Chronos-2 + cov.,0.363,0.275,0.471,-0.032,-0.057,-0.006
monthly,wql,102,t0-beta,TiRex-2 + cov.,0.461,0.373,0.559,-0.031,-0.048,-0.016
monthly,wql,102,t0-beta,t0-beta + cov.,0.471,0.382,0.569,0.004,-0.008,0.015
monthly,wql,102,t0-beta,TiRex-2,0.461,0.373,0.559,-0.023,-0.036,-0.009
monthly,wql,102,t0-beta,Chronos-2,0.431,0.333,0.529,-0.011,-0.03,0.009
monthly,wql,102,t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,t0-beta,PatchTST-FM-r2,0.627,0.529,0.725,0.014,-0.009,0.035
monthly,wql,102,t0-beta,Seasonal Naive,1.0,1.0,1.0,0.508,0.474,0.542
monthly,wql,102,PatchTST-FM-r2,Timestral-209M,0.176,0.108,0.255,-0.089,-0.111,-0.063
monthly,wql,102,PatchTST-FM-r2,Timestral-209M + cov.,0.225,0.147,0.314,-0.074,-0.097,-0.052
monthly,wql,102,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.216,0.137,0.294,-0.071,-0.098,-0.044
monthly,wql,102,PatchTST-FM-r2,t0-gamma + cov.,0.275,0.186,0.363,-0.061,-0.084,-0.039
monthly,wql,102,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.294,0.206,0.382,-0.06,-0.08,-0.041
monthly,wql,102,PatchTST-FM-r2,t0-gamma,0.294,0.206,0.382,-0.052,-0.076,-0.029
monthly,wql,102,PatchTST-FM-r2,TimesFM-3.0,0.333,0.245,0.422,-0.043,-0.074,-0.012
monthly,wql,102,PatchTST-FM-r2,Toto-2.0-22M,0.343,0.255,0.432,-0.04,-0.067,-0.011
monthly,wql,102,PatchTST-FM-r2,Chronos-2 + cov.,0.304,0.216,0.392,-0.046,-0.069,-0.023
monthly,wql,102,PatchTST-FM-r2,TiRex-2 + cov.,0.343,0.255,0.431,-0.045,-0.068,-0.023
monthly,wql,102,PatchTST-FM-r2,t0-beta + cov.,0.333,0.245,0.431,-0.01,-0.036,0.017
monthly,wql,102,PatchTST-FM-r2,TiRex-2,0.363,0.275,0.451,-0.037,-0.056,-0.016
monthly,wql,102,PatchTST-FM-r2,Chronos-2,0.402,0.304,0.49,-0.025,-0.048,-0.003
monthly,wql,102,PatchTST-FM-r2,t0-beta,0.373,0.275,0.471,-0.014,-0.037,0.009
monthly,wql,102,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
monthly,wql,102,PatchTST-FM-r2,Seasonal Naive,0.99,0.971,1.0,0.501,0.467,0.536
monthly,wql,102,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-1.183,-1.343,-1.041
monthly,wql,102,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-1.154,-1.305,-1.023
monthly,wql,102,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-1.149,-1.298,-1.016
monthly,wql,102,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-1.127,-1.279,-0.991
monthly,wql,102,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-1.126,-1.274,-0.99
monthly,wql,102,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-1.11,-1.258,-0.972
monthly,wql,102,Seasonal Naive,TimesFM-3.0,0.01,0.0,0.029,-1.092,-1.239,-0.948
monthly,wql,102,Seasonal Naive,Toto-2.0-22M,0.01,0.0,0.029,-1.086,-1.236,-0.943
monthly,wql,102,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-1.099,-1.24,-0.968
monthly,wql,102,Seasonal Naive,TiRex-2 + cov.,0.0,0.0,0.0,-1.096,-1.239,-0.968
monthly,wql,102,Seasonal Naive,t0-beta + cov.,0.0,0.0,0.0,-1.026,-1.175,-0.894
monthly,wql,102,Seasonal Naive,TiRex-2,0.0,0.0,0.0,-1.08,-1.228,-0.948
monthly,wql,102,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-1.056,-1.196,-0.932
monthly,wql,102,Seasonal Naive,t0-beta,0.0,0.0,0.0,-1.034,-1.185,-0.9
monthly,wql,102,Seasonal Naive,PatchTST-FM-r2,0.01,0.0,0.029,-1.005,-1.153,-0.875
monthly,wql,102,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Timestral-209M + cov.,Timestral-209M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Timestral-209M + cov.,Timestral-209M,0.722,0.583,0.861,0.016,-0.003,0.033
daily,wql,36,Timestral-209M + cov.,TimesFM-3.0 + cov.,0.722,0.583,0.861,0.036,0.019,0.052
daily,wql,36,Timestral-209M + cov.,t0-gamma,0.694,0.528,0.833,0.042,0.02,0.062
daily,wql,36,Timestral-209M + cov.,TimesFM-3.0,0.75,0.583,0.889,0.044,0.022,0.066
daily,wql,36,Timestral-209M + cov.,t0-gamma + cov.,0.833,0.722,0.944,0.048,0.027,0.07
daily,wql,36,Timestral-209M + cov.,PatchTST-FM-r2,0.917,0.806,1.0,0.043,0.024,0.062
daily,wql,36,Timestral-209M + cov.,t0-beta,0.778,0.639,0.889,0.064,0.034,0.092
daily,wql,36,Timestral-209M + cov.,Chronos-2 + cov.,0.944,0.861,1.0,0.065,0.043,0.086
daily,wql,36,Timestral-209M + cov.,t0-alpha,0.917,0.806,1.0,0.092,0.05,0.138
daily,wql,36,Timestral-209M + cov.,t0-beta + cov.,0.889,0.778,0.972,0.088,0.052,0.124
daily,wql,36,Timestral-209M + cov.,Chronos-2,0.972,0.917,1.0,0.07,0.046,0.093
daily,wql,36,Timestral-209M + cov.,TimesFM-2.5,0.917,0.833,1.0,0.089,0.054,0.121
daily,wql,36,Timestral-209M + cov.,Toto-2.0-22M,1.0,1.0,1.0,0.094,0.063,0.123
daily,wql,36,Timestral-209M + cov.,Toto-2.0-22M + cov.,0.972,0.917,1.0,0.094,0.063,0.122
daily,wql,36,Timestral-209M + cov.,Seasonal Naive,1.0,1.0,1.0,0.409,0.373,0.443
daily,wql,36,Timestral-209M,Timestral-209M + cov.,0.278,0.139,0.417,-0.016,-0.034,0.003
daily,wql,36,Timestral-209M,Timestral-209M,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Timestral-209M,TimesFM-3.0 + cov.,0.556,0.389,0.694,0.02,0.003,0.041
daily,wql,36,Timestral-209M,t0-gamma,0.694,0.528,0.833,0.027,0.007,0.049
daily,wql,36,Timestral-209M,TimesFM-3.0,0.694,0.528,0.833,0.029,0.011,0.046
daily,wql,36,Timestral-209M,t0-gamma + cov.,0.694,0.556,0.833,0.033,0.01,0.062
daily,wql,36,Timestral-209M,PatchTST-FM-r2,0.833,0.694,0.944,0.028,0.016,0.041
daily,wql,36,Timestral-209M,t0-beta,0.833,0.694,0.944,0.049,0.023,0.076
daily,wql,36,Timestral-209M,Chronos-2 + cov.,0.944,0.861,1.0,0.05,0.03,0.072
daily,wql,36,Timestral-209M,t0-alpha,0.861,0.722,0.972,0.077,0.037,0.126
daily,wql,36,Timestral-209M,t0-beta + cov.,0.944,0.861,1.0,0.074,0.04,0.11
daily,wql,36,Timestral-209M,Chronos-2,0.972,0.917,1.0,0.055,0.033,0.08
daily,wql,36,Timestral-209M,TimesFM-2.5,0.944,0.861,1.0,0.075,0.043,0.109
daily,wql,36,Timestral-209M,Toto-2.0-22M,0.972,0.917,1.0,0.08,0.056,0.104
daily,wql,36,Timestral-209M,Toto-2.0-22M + cov.,0.972,0.917,1.0,0.08,0.054,0.105
daily,wql,36,Timestral-209M,Seasonal Naive,1.0,1.0,1.0,0.4,0.365,0.432
daily,wql,36,TimesFM-3.0 + cov.,Timestral-209M + cov.,0.278,0.139,0.417,-0.037,-0.055,-0.019
daily,wql,36,TimesFM-3.0 + cov.,Timestral-209M,0.444,0.306,0.611,-0.021,-0.042,-0.003
daily,wql,36,TimesFM-3.0 + cov.,TimesFM-3.0 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,TimesFM-3.0 + cov.,t0-gamma,0.639,0.472,0.806,0.007,-0.005,0.017
daily,wql,36,TimesFM-3.0 + cov.,TimesFM-3.0,0.722,0.583,0.861,0.009,-0.003,0.02
daily,wql,36,TimesFM-3.0 + cov.,t0-gamma + cov.,0.639,0.472,0.806,0.013,-0.001,0.029
daily,wql,36,TimesFM-3.0 + cov.,PatchTST-FM-r2,0.861,0.722,0.972,0.008,-0.007,0.019
daily,wql,36,TimesFM-3.0 + cov.,t0-beta,0.667,0.528,0.806,0.03,0.01,0.047
daily,wql,36,TimesFM-3.0 + cov.,Chronos-2 + cov.,0.861,0.749,0.972,0.03,0.019,0.041
daily,wql,36,TimesFM-3.0 + cov.,t0-alpha,0.806,0.667,0.917,0.059,0.027,0.095
daily,wql,36,TimesFM-3.0 + cov.,t0-beta + cov.,0.778,0.639,0.917,0.055,0.026,0.085
daily,wql,36,TimesFM-3.0 + cov.,Chronos-2,0.917,0.833,1.0,0.036,0.025,0.048
daily,wql,36,TimesFM-3.0 + cov.,TimesFM-2.5,0.917,0.806,1.0,0.056,0.032,0.078
daily,wql,36,TimesFM-3.0 + cov.,Toto-2.0-22M,0.833,0.694,0.944,0.061,0.04,0.081
daily,wql,36,TimesFM-3.0 + cov.,Toto-2.0-22M + cov.,0.806,0.667,0.917,0.061,0.04,0.08
daily,wql,36,TimesFM-3.0 + cov.,Seasonal Naive,1.0,1.0,1.0,0.387,0.354,0.42
daily,wql,36,t0-gamma,Timestral-209M + cov.,0.306,0.167,0.472,-0.044,-0.066,-0.02
daily,wql,36,t0-gamma,Timestral-209M,0.306,0.167,0.472,-0.028,-0.051,-0.007
daily,wql,36,t0-gamma,TimesFM-3.0 + cov.,0.361,0.194,0.528,-0.007,-0.018,0.005
daily,wql,36,t0-gamma,t0-gamma,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,t0-gamma,TimesFM-3.0,0.556,0.389,0.695,0.002,-0.009,0.011
daily,wql,36,t0-gamma,t0-gamma + cov.,0.639,0.499,0.778,0.006,-0.004,0.016
daily,wql,36,t0-gamma,PatchTST-FM-r2,0.556,0.389,0.722,0.001,-0.013,0.013
daily,wql,36,t0-gamma,t0-beta,0.75,0.611,0.889,0.023,0.009,0.037
daily,wql,36,t0-gamma,Chronos-2 + cov.,0.833,0.722,0.944,0.023,0.011,0.036
daily,wql,36,t0-gamma,t0-alpha,0.806,0.667,0.917,0.052,0.026,0.083
daily,wql,36,t0-gamma,t0-beta + cov.,0.75,0.583,0.889,0.048,0.023,0.075
daily,wql,36,t0-gamma,Chronos-2,0.861,0.75,0.945,0.029,0.019,0.04
daily,wql,36,t0-gamma,TimesFM-2.5,0.861,0.75,0.944,0.049,0.032,0.066
daily,wql,36,t0-gamma,Toto-2.0-22M,0.944,0.861,1.0,0.054,0.038,0.071
daily,wql,36,t0-gamma,Toto-2.0-22M + cov.,0.972,0.917,1.0,0.054,0.04,0.069
daily,wql,36,t0-gamma,Seasonal Naive,1.0,1.0,1.0,0.383,0.35,0.415
daily,wql,36,TimesFM-3.0,Timestral-209M + cov.,0.25,0.111,0.417,-0.046,-0.071,-0.023
daily,wql,36,TimesFM-3.0,Timestral-209M,0.306,0.167,0.472,-0.03,-0.048,-0.012
daily,wql,36,TimesFM-3.0,TimesFM-3.0 + cov.,0.278,0.139,0.417,-0.009,-0.02,0.003
daily,wql,36,TimesFM-3.0,t0-gamma,0.444,0.305,0.611,-0.002,-0.011,0.009
daily,wql,36,TimesFM-3.0,TimesFM-3.0,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,TimesFM-3.0,t0-gamma + cov.,0.583,0.444,0.722,0.005,-0.013,0.023
daily,wql,36,TimesFM-3.0,PatchTST-FM-r2,0.611,0.444,0.778,-0.001,-0.011,0.007
daily,wql,36,TimesFM-3.0,t0-beta,0.583,0.417,0.75,0.021,0.006,0.036
daily,wql,36,TimesFM-3.0,Chronos-2 + cov.,0.75,0.611,0.889,0.022,0.008,0.035
daily,wql,36,TimesFM-3.0,t0-alpha,0.833,0.694,0.944,0.05,0.019,0.09
daily,wql,36,TimesFM-3.0,t0-beta + cov.,0.667,0.528,0.806,0.046,0.019,0.077
daily,wql,36,TimesFM-3.0,Chronos-2,0.833,0.694,0.944,0.027,0.016,0.04
daily,wql,36,TimesFM-3.0,TimesFM-2.5,0.944,0.861,1.0,0.047,0.028,0.07
daily,wql,36,TimesFM-3.0,Toto-2.0-22M,0.861,0.722,0.944,0.053,0.036,0.069
daily,wql,36,TimesFM-3.0,Toto-2.0-22M + cov.,0.861,0.722,0.944,0.053,0.037,0.068
daily,wql,36,TimesFM-3.0,Seasonal Naive,1.0,1.0,1.0,0.382,0.349,0.414
daily,wql,36,t0-gamma + cov.,Timestral-209M + cov.,0.167,0.056,0.278,-0.051,-0.075,-0.027
daily,wql,36,t0-gamma + cov.,Timestral-209M,0.306,0.167,0.444,-0.034,-0.066,-0.011
daily,wql,36,t0-gamma + cov.,TimesFM-3.0 + cov.,0.361,0.194,0.528,-0.014,-0.03,0.001
daily,wql,36,t0-gamma + cov.,t0-gamma,0.361,0.222,0.501,-0.006,-0.017,0.004
daily,wql,36,t0-gamma + cov.,TimesFM-3.0,0.417,0.278,0.556,-0.005,-0.024,0.013
daily,wql,36,t0-gamma + cov.,t0-gamma + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,t0-gamma + cov.,PatchTST-FM-r2,0.528,0.361,0.694,-0.006,-0.026,0.012
daily,wql,36,t0-gamma + cov.,t0-beta,0.556,0.389,0.722,0.016,0.0,0.036
daily,wql,36,t0-gamma + cov.,Chronos-2 + cov.,0.722,0.583,0.861,0.017,0.003,0.031
daily,wql,36,t0-gamma + cov.,t0-alpha,0.694,0.556,0.833,0.046,0.019,0.076
daily,wql,36,t0-gamma + cov.,t0-beta + cov.,0.833,0.694,0.944,0.042,0.02,0.066
daily,wql,36,t0-gamma + cov.,Chronos-2,0.778,0.639,0.889,0.023,0.009,0.038
daily,wql,36,t0-gamma + cov.,TimesFM-2.5,0.75,0.583,0.889,0.043,0.022,0.063
daily,wql,36,t0-gamma + cov.,Toto-2.0-22M,0.861,0.749,0.972,0.048,0.027,0.068
daily,wql,36,t0-gamma + cov.,Toto-2.0-22M + cov.,0.917,0.806,1.0,0.048,0.029,0.067
daily,wql,36,t0-gamma + cov.,Seasonal Naive,1.0,1.0,1.0,0.379,0.345,0.411
daily,wql,36,PatchTST-FM-r2,Timestral-209M + cov.,0.083,0.0,0.194,-0.045,-0.066,-0.025
daily,wql,36,PatchTST-FM-r2,Timestral-209M,0.167,0.056,0.306,-0.029,-0.042,-0.016
daily,wql,36,PatchTST-FM-r2,TimesFM-3.0 + cov.,0.139,0.028,0.278,-0.008,-0.02,0.007
daily,wql,36,PatchTST-FM-r2,t0-gamma,0.444,0.278,0.611,-0.001,-0.013,0.013
daily,wql,36,PatchTST-FM-r2,TimesFM-3.0,0.389,0.222,0.556,0.001,-0.008,0.01
daily,wql,36,PatchTST-FM-r2,t0-gamma + cov.,0.472,0.306,0.639,0.006,-0.012,0.025
daily,wql,36,PatchTST-FM-r2,PatchTST-FM-r2,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,PatchTST-FM-r2,t0-beta,0.528,0.361,0.694,0.022,0.003,0.042
daily,wql,36,PatchTST-FM-r2,Chronos-2 + cov.,0.667,0.5,0.833,0.023,0.009,0.038
daily,wql,36,PatchTST-FM-r2,t0-alpha,0.667,0.5,0.806,0.051,0.019,0.091
daily,wql,36,PatchTST-FM-r2,t0-beta + cov.,0.722,0.556,0.861,0.047,0.018,0.08
daily,wql,36,PatchTST-FM-r2,Chronos-2,0.778,0.639,0.889,0.028,0.015,0.044
daily,wql,36,PatchTST-FM-r2,TimesFM-2.5,0.806,0.667,0.917,0.048,0.026,0.073
daily,wql,36,PatchTST-FM-r2,Toto-2.0-22M,0.833,0.694,0.944,0.053,0.035,0.071
daily,wql,36,PatchTST-FM-r2,Toto-2.0-22M + cov.,0.806,0.667,0.917,0.053,0.034,0.071
daily,wql,36,PatchTST-FM-r2,Seasonal Naive,1.0,1.0,1.0,0.382,0.349,0.415
daily,wql,36,t0-beta,Timestral-209M + cov.,0.222,0.111,0.361,-0.068,-0.101,-0.035
daily,wql,36,t0-beta,Timestral-209M,0.167,0.056,0.306,-0.052,-0.082,-0.024
daily,wql,36,t0-beta,TimesFM-3.0 + cov.,0.333,0.194,0.472,-0.03,-0.05,-0.011
daily,wql,36,t0-beta,t0-gamma,0.25,0.111,0.389,-0.023,-0.039,-0.009
daily,wql,36,t0-beta,TimesFM-3.0,0.417,0.25,0.583,-0.021,-0.038,-0.006
daily,wql,36,t0-beta,t0-gamma + cov.,0.444,0.278,0.611,-0.017,-0.037,-0.0
daily,wql,36,t0-beta,PatchTST-FM-r2,0.472,0.306,0.639,-0.022,-0.043,-0.003
daily,wql,36,t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,t0-beta,Chronos-2 + cov.,0.556,0.389,0.722,0.001,-0.013,0.016
daily,wql,36,t0-beta,t0-alpha,0.611,0.444,0.778,0.03,0.004,0.059
daily,wql,36,t0-beta,t0-beta + cov.,0.75,0.611,0.889,0.026,0.008,0.047
daily,wql,36,t0-beta,Chronos-2,0.694,0.556,0.861,0.006,-0.007,0.021
daily,wql,36,t0-beta,TimesFM-2.5,0.722,0.556,0.861,0.027,0.01,0.043
daily,wql,36,t0-beta,Toto-2.0-22M,0.833,0.694,0.944,0.032,0.02,0.045
daily,wql,36,t0-beta,Toto-2.0-22M + cov.,0.861,0.75,0.944,0.032,0.021,0.043
daily,wql,36,t0-beta,Seasonal Naive,1.0,1.0,1.0,0.369,0.337,0.4
daily,wql,36,Chronos-2 + cov.,Timestral-209M + cov.,0.056,0.0,0.139,-0.069,-0.094,-0.045
daily,wql,36,Chronos-2 + cov.,Timestral-209M,0.056,0.0,0.139,-0.052,-0.078,-0.031
daily,wql,36,Chronos-2 + cov.,TimesFM-3.0 + cov.,0.139,0.028,0.251,-0.031,-0.043,-0.019
daily,wql,36,Chronos-2 + cov.,t0-gamma,0.167,0.056,0.278,-0.024,-0.037,-0.011
daily,wql,36,Chronos-2 + cov.,TimesFM-3.0,0.25,0.111,0.389,-0.022,-0.037,-0.008
daily,wql,36,Chronos-2 + cov.,t0-gamma + cov.,0.278,0.139,0.417,-0.017,-0.032,-0.003
daily,wql,36,Chronos-2 + cov.,PatchTST-FM-r2,0.333,0.167,0.5,-0.023,-0.04,-0.01
daily,wql,36,Chronos-2 + cov.,t0-beta,0.444,0.278,0.611,-0.001,-0.016,0.013
daily,wql,36,Chronos-2 + cov.,Chronos-2 + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Chronos-2 + cov.,t0-alpha,0.5,0.333,0.639,0.029,-0.001,0.06
daily,wql,36,Chronos-2 + cov.,t0-beta + cov.,0.556,0.389,0.722,0.025,0.001,0.051
daily,wql,36,Chronos-2 + cov.,Chronos-2,0.583,0.444,0.722,0.006,-0.003,0.015
daily,wql,36,Chronos-2 + cov.,TimesFM-2.5,0.528,0.361,0.667,0.026,0.005,0.046
daily,wql,36,Chronos-2 + cov.,Toto-2.0-22M,0.722,0.583,0.861,0.032,0.013,0.05
daily,wql,36,Chronos-2 + cov.,Toto-2.0-22M + cov.,0.75,0.611,0.889,0.032,0.013,0.05
daily,wql,36,Chronos-2 + cov.,Seasonal Naive,1.0,1.0,1.0,0.368,0.334,0.402
daily,wql,36,t0-alpha,Timestral-209M + cov.,0.083,0.0,0.194,-0.101,-0.161,-0.052
daily,wql,36,t0-alpha,Timestral-209M,0.139,0.028,0.278,-0.084,-0.145,-0.039
daily,wql,36,t0-alpha,TimesFM-3.0 + cov.,0.194,0.083,0.333,-0.062,-0.105,-0.028
daily,wql,36,t0-alpha,t0-gamma,0.194,0.083,0.333,-0.055,-0.09,-0.027
daily,wql,36,t0-alpha,TimesFM-3.0,0.167,0.056,0.306,-0.053,-0.099,-0.02
daily,wql,36,t0-alpha,t0-gamma + cov.,0.306,0.167,0.444,-0.048,-0.082,-0.019
daily,wql,36,t0-alpha,PatchTST-FM-r2,0.333,0.194,0.5,-0.054,-0.101,-0.019
daily,wql,36,t0-alpha,t0-beta,0.389,0.222,0.556,-0.031,-0.063,-0.004
daily,wql,36,t0-alpha,Chronos-2 + cov.,0.5,0.361,0.667,-0.03,-0.064,0.001
daily,wql,36,t0-alpha,t0-alpha,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,t0-alpha,t0-beta + cov.,0.5,0.333,0.667,-0.004,-0.036,0.024
daily,wql,36,t0-alpha,Chronos-2,0.528,0.388,0.694,-0.024,-0.058,0.003
daily,wql,36,t0-alpha,TimesFM-2.5,0.667,0.528,0.806,-0.003,-0.023,0.013
daily,wql,36,t0-alpha,Toto-2.0-22M,0.667,0.528,0.806,0.002,-0.032,0.029
daily,wql,36,t0-alpha,Toto-2.0-22M + cov.,0.667,0.528,0.806,0.003,-0.032,0.028
daily,wql,36,t0-alpha,Seasonal Naive,1.0,1.0,1.0,0.349,0.307,0.385
daily,wql,36,t0-beta + cov.,Timestral-209M + cov.,0.111,0.028,0.222,-0.097,-0.142,-0.055
daily,wql,36,t0-beta + cov.,Timestral-209M,0.056,0.0,0.139,-0.08,-0.123,-0.042
daily,wql,36,t0-beta + cov.,TimesFM-3.0 + cov.,0.222,0.083,0.361,-0.058,-0.092,-0.026
daily,wql,36,t0-beta + cov.,t0-gamma,0.25,0.111,0.417,-0.05,-0.081,-0.024
daily,wql,36,t0-beta + cov.,TimesFM-3.0,0.333,0.194,0.472,-0.049,-0.083,-0.019
daily,wql,36,t0-beta + cov.,t0-gamma + cov.,0.167,0.056,0.306,-0.044,-0.071,-0.02
daily,wql,36,t0-beta + cov.,PatchTST-FM-r2,0.278,0.139,0.444,-0.05,-0.086,-0.018
daily,wql,36,t0-beta + cov.,t0-beta,0.25,0.111,0.389,-0.027,-0.049,-0.008
daily,wql,36,t0-beta + cov.,Chronos-2 + cov.,0.444,0.278,0.611,-0.026,-0.054,-0.001
daily,wql,36,t0-beta + cov.,t0-alpha,0.5,0.333,0.667,0.004,-0.024,0.035
daily,wql,36,t0-beta + cov.,t0-beta + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,t0-beta + cov.,Chronos-2,0.611,0.444,0.778,-0.02,-0.05,0.008
daily,wql,36,t0-beta + cov.,TimesFM-2.5,0.639,0.472,0.806,0.001,-0.029,0.027
daily,wql,36,t0-beta + cov.,Toto-2.0-22M,0.667,0.5,0.833,0.007,-0.019,0.03
daily,wql,36,t0-beta + cov.,Toto-2.0-22M + cov.,0.639,0.472,0.806,0.007,-0.017,0.029
daily,wql,36,t0-beta + cov.,Seasonal Naive,0.972,0.917,1.0,0.352,0.315,0.387
daily,wql,36,Chronos-2,Timestral-209M + cov.,0.028,0.0,0.083,-0.075,-0.102,-0.049
daily,wql,36,Chronos-2,Timestral-209M,0.028,0.0,0.083,-0.058,-0.087,-0.034
daily,wql,36,Chronos-2,TimesFM-3.0 + cov.,0.083,0.0,0.167,-0.037,-0.05,-0.025
daily,wql,36,Chronos-2,t0-gamma,0.139,0.055,0.25,-0.03,-0.042,-0.019
daily,wql,36,Chronos-2,TimesFM-3.0,0.167,0.056,0.306,-0.028,-0.042,-0.016
daily,wql,36,Chronos-2,t0-gamma + cov.,0.222,0.111,0.361,-0.023,-0.039,-0.009
daily,wql,36,Chronos-2,PatchTST-FM-r2,0.222,0.111,0.361,-0.029,-0.046,-0.015
daily,wql,36,Chronos-2,t0-beta,0.306,0.139,0.444,-0.007,-0.021,0.007
daily,wql,36,Chronos-2,Chronos-2 + cov.,0.417,0.278,0.556,-0.006,-0.015,0.003
daily,wql,36,Chronos-2,t0-alpha,0.472,0.306,0.612,0.024,-0.003,0.055
daily,wql,36,Chronos-2,t0-beta + cov.,0.389,0.222,0.556,0.02,-0.008,0.048
daily,wql,36,Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Chronos-2,TimesFM-2.5,0.583,0.417,0.722,0.021,0.002,0.038
daily,wql,36,Chronos-2,Toto-2.0-22M,0.639,0.472,0.778,0.026,0.006,0.043
daily,wql,36,Chronos-2,Toto-2.0-22M + cov.,0.667,0.528,0.806,0.026,0.007,0.042
daily,wql,36,Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.365,0.329,0.398
daily,wql,36,TimesFM-2.5,Timestral-209M + cov.,0.083,0.0,0.167,-0.098,-0.138,-0.057
daily,wql,36,TimesFM-2.5,Timestral-209M,0.056,0.0,0.139,-0.081,-0.122,-0.045
daily,wql,36,TimesFM-2.5,TimesFM-3.0 + cov.,0.083,0.0,0.194,-0.059,-0.085,-0.033
daily,wql,36,TimesFM-2.5,t0-gamma,0.139,0.056,0.25,-0.052,-0.071,-0.033
daily,wql,36,TimesFM-2.5,TimesFM-3.0,0.056,0.0,0.139,-0.05,-0.076,-0.029
daily,wql,36,TimesFM-2.5,t0-gamma + cov.,0.25,0.111,0.417,-0.045,-0.067,-0.023
daily,wql,36,TimesFM-2.5,PatchTST-FM-r2,0.194,0.083,0.333,-0.051,-0.079,-0.026
daily,wql,36,TimesFM-2.5,t0-beta,0.278,0.139,0.444,-0.028,-0.045,-0.01
daily,wql,36,TimesFM-2.5,Chronos-2 + cov.,0.472,0.333,0.639,-0.027,-0.048,-0.005
daily,wql,36,TimesFM-2.5,t0-alpha,0.333,0.194,0.472,0.003,-0.013,0.023
daily,wql,36,TimesFM-2.5,t0-beta + cov.,0.361,0.194,0.528,-0.001,-0.028,0.029
daily,wql,36,TimesFM-2.5,Chronos-2,0.417,0.278,0.583,-0.021,-0.04,-0.002
daily,wql,36,TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,TimesFM-2.5,Toto-2.0-22M,0.611,0.444,0.75,0.005,-0.015,0.021
daily,wql,36,TimesFM-2.5,Toto-2.0-22M + cov.,0.667,0.528,0.806,0.005,-0.013,0.021
daily,wql,36,TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.351,0.316,0.381
daily,wql,36,Toto-2.0-22M,Timestral-209M + cov.,0.0,0.0,0.0,-0.104,-0.14,-0.067
daily,wql,36,Toto-2.0-22M,Timestral-209M,0.028,0.0,0.083,-0.087,-0.116,-0.059
daily,wql,36,Toto-2.0-22M,TimesFM-3.0 + cov.,0.167,0.056,0.306,-0.065,-0.088,-0.042
daily,wql,36,Toto-2.0-22M,t0-gamma,0.056,0.0,0.139,-0.057,-0.076,-0.04
daily,wql,36,Toto-2.0-22M,TimesFM-3.0,0.139,0.056,0.278,-0.055,-0.074,-0.037
daily,wql,36,Toto-2.0-22M,t0-gamma + cov.,0.139,0.028,0.251,-0.051,-0.073,-0.028
daily,wql,36,Toto-2.0-22M,PatchTST-FM-r2,0.167,0.056,0.306,-0.056,-0.076,-0.036
daily,wql,36,Toto-2.0-22M,t0-beta,0.167,0.056,0.306,-0.033,-0.047,-0.02
daily,wql,36,Toto-2.0-22M,Chronos-2 + cov.,0.278,0.139,0.417,-0.033,-0.053,-0.013
daily,wql,36,Toto-2.0-22M,t0-alpha,0.333,0.194,0.472,-0.002,-0.03,0.031
daily,wql,36,Toto-2.0-22M,t0-beta + cov.,0.333,0.167,0.5,-0.007,-0.031,0.018
daily,wql,36,Toto-2.0-22M,Chronos-2,0.361,0.222,0.528,-0.027,-0.045,-0.006
daily,wql,36,Toto-2.0-22M,TimesFM-2.5,0.389,0.25,0.556,-0.005,-0.022,0.014
daily,wql,36,Toto-2.0-22M,Toto-2.0-22M,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Toto-2.0-22M,Toto-2.0-22M + cov.,0.528,0.361,0.694,0.0,-0.004,0.004
daily,wql,36,Toto-2.0-22M,Seasonal Naive,1.0,1.0,1.0,0.348,0.316,0.379
daily,wql,36,Toto-2.0-22M + cov.,Timestral-209M + cov.,0.028,0.0,0.083,-0.104,-0.139,-0.067
daily,wql,36,Toto-2.0-22M + cov.,Timestral-209M,0.028,0.0,0.083,-0.087,-0.117,-0.057
daily,wql,36,Toto-2.0-22M + cov.,TimesFM-3.0 + cov.,0.194,0.083,0.333,-0.065,-0.087,-0.042
daily,wql,36,Toto-2.0-22M + cov.,t0-gamma,0.028,0.0,0.083,-0.057,-0.074,-0.042
daily,wql,36,Toto-2.0-22M + cov.,TimesFM-3.0,0.139,0.056,0.278,-0.055,-0.073,-0.038
daily,wql,36,Toto-2.0-22M + cov.,t0-gamma + cov.,0.083,0.0,0.194,-0.051,-0.072,-0.03
daily,wql,36,Toto-2.0-22M + cov.,PatchTST-FM-r2,0.194,0.083,0.333,-0.057,-0.076,-0.035
daily,wql,36,Toto-2.0-22M + cov.,t0-beta,0.139,0.056,0.25,-0.033,-0.045,-0.022
daily,wql,36,Toto-2.0-22M + cov.,Chronos-2 + cov.,0.25,0.111,0.389,-0.033,-0.053,-0.013
daily,wql,36,Toto-2.0-22M + cov.,t0-alpha,0.333,0.194,0.472,-0.003,-0.029,0.031
daily,wql,36,Toto-2.0-22M + cov.,t0-beta + cov.,0.361,0.194,0.528,-0.007,-0.03,0.017
daily,wql,36,Toto-2.0-22M + cov.,Chronos-2,0.333,0.194,0.472,-0.027,-0.044,-0.007
daily,wql,36,Toto-2.0-22M + cov.,TimesFM-2.5,0.333,0.194,0.472,-0.005,-0.022,0.012
daily,wql,36,Toto-2.0-22M + cov.,Toto-2.0-22M,0.472,0.306,0.639,-0.0,-0.004,0.004
daily,wql,36,Toto-2.0-22M + cov.,Toto-2.0-22M + cov.,0.5,0.5,0.5,0.0,0.0,0.0
daily,wql,36,Toto-2.0-22M + cov.,Seasonal Naive,1.0,1.0,1.0,0.348,0.317,0.378
daily,wql,36,Seasonal Naive,Timestral-209M + cov.,0.0,0.0,0.0,-0.692,-0.794,-0.596
daily,wql,36,Seasonal Naive,Timestral-209M,0.0,0.0,0.0,-0.666,-0.759,-0.574
daily,wql,36,Seasonal Naive,TimesFM-3.0 + cov.,0.0,0.0,0.0,-0.632,-0.725,-0.548
daily,wql,36,Seasonal Naive,t0-gamma,0.0,0.0,0.0,-0.621,-0.708,-0.539
daily,wql,36,Seasonal Naive,TimesFM-3.0,0.0,0.0,0.0,-0.618,-0.708,-0.537
daily,wql,36,Seasonal Naive,t0-gamma + cov.,0.0,0.0,0.0,-0.61,-0.698,-0.527
daily,wql,36,Seasonal Naive,PatchTST-FM-r2,0.0,0.0,0.0,-0.619,-0.709,-0.536
daily,wql,36,Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.584,-0.667,-0.509
daily,wql,36,Seasonal Naive,Chronos-2 + cov.,0.0,0.0,0.0,-0.583,-0.672,-0.502
daily,wql,36,Seasonal Naive,t0-alpha,0.0,0.0,0.0,-0.537,-0.627,-0.442
daily,wql,36,Seasonal Naive,t0-beta + cov.,0.028,0.0,0.083,-0.543,-0.631,-0.46
daily,wql,36,Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.574,-0.661,-0.49
daily,wql,36,Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.541,-0.616,-0.463
daily,wql,36,Seasonal Naive,Toto-2.0-22M,0.0,0.0,0.0,-0.533,-0.609,-0.461
daily,wql,36,Seasonal Naive,Toto-2.0-22M + cov.,0.0,0.0,0.0,-0.533,-0.607,-0.465
daily,wql,36,Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0