autogluon/fev-bench

1model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper2Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.03Chronos-2,TimesFM-3,0.353,0.118,0.588,-0.007,-0.056,0.0464Chronos-2,FlowState,0.706,0.471,0.882,0.063,-0.01,0.1385Chronos-2,TimesFM-2.5,0.647,0.412,0.882,0.067,-0.014,0.1516Chronos-2,TiRex-2,0.471,0.235,0.706,0.031,-0.02,0.0887Chronos-2,t0-beta,0.706,0.471,0.882,0.023,-0.016,0.0638Chronos-2,TabPFN-TS,0.647,0.412,0.825,0.002,-0.06,0.0689Chronos-2,TabPFN-TS-3,0.706,0.471,0.882,0.035,-0.013,0.08410Chronos-2,TiRex,0.882,0.706,1.0,0.071,0.014,0.13711Chronos-2,citras-fm,0.824,0.647,1.0,0.075,0.014,0.14712Chronos-2,TS-ICL,0.706,0.529,0.941,0.054,0.002,0.11113Chronos-2,Toto-2.0-2.5B,0.824,0.647,1.0,0.107,0.048,0.17814Chronos-2,Toto-2.0-1B,0.824,0.647,1.0,0.11,0.044,0.18415Chronos-2,Toto-2.0-313m,0.765,0.529,0.941,0.114,0.048,0.19316Chronos-2,Toto-2.0-22m,0.882,0.706,1.0,0.118,0.059,0.18417Chronos-2,Chronos-Bolt,0.882,0.706,1.0,0.089,0.026,0.15718Chronos-2,Seasonal Naive,0.882,0.706,1.0,0.315,0.207,0.41319TimesFM-3,Chronos-2,0.647,0.412,0.882,0.006,-0.049,0.05320TimesFM-3,TimesFM-3,0.5,0.5,0.5,0.0,0.0,0.021TimesFM-3,FlowState,0.471,0.235,0.706,0.069,-0.004,0.15222TimesFM-3,TimesFM-2.5,0.765,0.529,0.941,0.073,0.011,0.15223TimesFM-3,TiRex-2,0.706,0.471,0.882,0.037,-0.018,0.0924TimesFM-3,t0-beta,0.765,0.529,0.941,0.03,-0.04,0.08125TimesFM-3,TabPFN-TS,0.529,0.294,0.765,0.009,-0.079,0.09226TimesFM-3,TabPFN-TS-3,0.588,0.353,0.824,0.041,-0.012,0.127TimesFM-3,TiRex,0.824,0.647,1.0,0.077,0.001,0.15128TimesFM-3,citras-fm,0.765,0.529,0.941,0.081,-0.016,0.1729TimesFM-3,TS-ICL,0.706,0.471,0.882,0.06,-0.019,0.12630TimesFM-3,Toto-2.0-2.5B,0.765,0.529,0.941,0.113,0.048,0.18731TimesFM-3,Toto-2.0-1B,0.824,0.647,1.0,0.116,0.057,0.18832TimesFM-3,Toto-2.0-313m,0.824,0.647,1.0,0.12,0.061,0.18933TimesFM-3,Toto-2.0-22m,0.765,0.529,0.941,0.124,0.062,0.19134TimesFM-3,Chronos-Bolt,0.824,0.647,1.0,0.095,0.032,0.16735TimesFM-3,Seasonal Naive,0.882,0.706,1.0,0.319,0.218,0.40736FlowState,Chronos-2,0.294,0.118,0.529,-0.067,-0.16,0.0137FlowState,TimesFM-3,0.529,0.294,0.765,-0.074,-0.179,0.00438FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.039FlowState,TimesFM-2.5,0.412,0.176,0.647,0.005,-0.031,0.0440FlowState,TiRex-2,0.529,0.294,0.765,-0.034,-0.136,0.05941FlowState,t0-beta,0.588,0.353,0.824,-0.042,-0.12,0.03342FlowState,TabPFN-TS,0.588,0.353,0.824,-0.065,-0.191,0.05343FlowState,TabPFN-TS-3,0.529,0.294,0.765,-0.03,-0.147,0.06144FlowState,TiRex,0.765,0.588,0.941,0.009,-0.039,0.05345FlowState,citras-fm,0.706,0.471,0.882,0.013,-0.071,0.08846FlowState,TS-ICL,0.588,0.353,0.824,-0.01,-0.137,0.147FlowState,Toto-2.0-2.5B,0.765,0.529,0.941,0.047,-0.016,0.10948FlowState,Toto-2.0-1B,0.765,0.588,0.941,0.051,-0.013,0.11149FlowState,Toto-2.0-313m,0.765,0.587,0.941,0.055,-0.001,0.10850FlowState,Toto-2.0-22m,0.765,0.529,0.941,0.059,0.004,0.11751FlowState,Chronos-Bolt,0.765,0.588,0.941,0.028,-0.02,0.07352FlowState,Seasonal Naive,0.824,0.647,1.0,0.269,0.175,0.36853TimesFM-2.5,Chronos-2,0.353,0.118,0.588,-0.072,-0.177,0.01454TimesFM-2.5,TimesFM-3,0.235,0.059,0.471,-0.079,-0.179,-0.01155TimesFM-2.5,FlowState,0.588,0.353,0.824,-0.005,-0.042,0.0356TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.057TimesFM-2.5,TiRex-2,0.588,0.353,0.824,-0.039,-0.138,0.04458TimesFM-2.5,t0-beta,0.529,0.294,0.765,-0.047,-0.13,0.02759TimesFM-2.5,TabPFN-TS,0.529,0.294,0.765,-0.07,-0.208,0.04160TimesFM-2.5,TabPFN-TS-3,0.588,0.353,0.824,-0.035,-0.159,0.0561TimesFM-2.5,TiRex,0.647,0.412,0.882,0.004,-0.046,0.04462TimesFM-2.5,citras-fm,0.647,0.412,0.882,0.009,-0.079,0.08563TimesFM-2.5,TS-ICL,0.647,0.412,0.882,-0.015,-0.148,0.09264TimesFM-2.5,Toto-2.0-2.5B,0.706,0.471,0.941,0.043,-0.004,0.10265TimesFM-2.5,Toto-2.0-1B,0.765,0.588,0.941,0.046,-0.003,0.09766TimesFM-2.5,Toto-2.0-313m,0.824,0.647,1.0,0.05,0.015,0.08967TimesFM-2.5,Toto-2.0-22m,0.647,0.412,0.882,0.054,0.013,0.10268TimesFM-2.5,Chronos-Bolt,0.706,0.5,0.912,0.023,-0.016,0.05969TimesFM-2.5,Seasonal Naive,0.882,0.706,1.0,0.265,0.17,0.3670TiRex-2,Chronos-2,0.529,0.294,0.765,-0.032,-0.097,0.0271TiRex-2,TimesFM-3,0.294,0.118,0.529,-0.039,-0.099,0.01872TiRex-2,FlowState,0.471,0.235,0.706,0.033,-0.063,0.1273TiRex-2,TimesFM-2.5,0.412,0.176,0.647,0.038,-0.046,0.12174TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.075TiRex-2,t0-beta,0.529,0.294,0.765,-0.008,-0.073,0.03976TiRex-2,TabPFN-TS,0.529,0.294,0.765,-0.029,-0.108,0.04477TiRex-2,TabPFN-TS-3,0.471,0.235,0.706,0.004,-0.064,0.05678TiRex-2,TiRex,0.647,0.412,0.882,0.041,-0.021,0.11479TiRex-2,citras-fm,0.647,0.412,0.882,0.046,-0.062,0.13180TiRex-2,TS-ICL,0.588,0.353,0.824,0.024,-0.016,0.06481TiRex-2,Toto-2.0-2.5B,0.529,0.294,0.765,0.079,0.011,0.1582TiRex-2,Toto-2.0-1B,0.529,0.294,0.765,0.082,0.009,0.15283TiRex-2,Toto-2.0-313m,0.588,0.353,0.824,0.086,0.009,0.16684TiRex-2,Toto-2.0-22m,0.706,0.471,0.882,0.09,0.027,0.15585TiRex-2,Chronos-Bolt,0.765,0.529,0.941,0.06,-0.021,0.13786TiRex-2,Seasonal Naive,0.882,0.706,1.0,0.293,0.185,0.39387t0-beta,Chronos-2,0.294,0.118,0.529,-0.024,-0.067,0.01688t0-beta,TimesFM-3,0.235,0.059,0.471,-0.031,-0.088,0.03989t0-beta,FlowState,0.412,0.176,0.647,0.04,-0.034,0.10790t0-beta,TimesFM-2.5,0.471,0.235,0.706,0.045,-0.027,0.11591t0-beta,TiRex-2,0.471,0.235,0.706,0.008,-0.041,0.06892t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.093t0-beta,TabPFN-TS,0.353,0.118,0.588,-0.022,-0.087,0.04594t0-beta,TabPFN-TS-3,0.588,0.353,0.824,0.011,-0.06,0.07595t0-beta,TiRex,0.529,0.294,0.765,0.048,0.002,0.09796t0-beta,citras-fm,0.588,0.353,0.824,0.053,0.0,0.10697t0-beta,TS-ICL,0.588,0.353,0.824,0.031,-0.027,0.0998t0-beta,Toto-2.0-2.5B,0.706,0.471,0.882,0.086,0.023,0.15399t0-beta,Toto-2.0-1B,0.706,0.471,0.882,0.089,0.019,0.158100t0-beta,Toto-2.0-313m,0.706,0.471,0.882,0.093,0.024,0.163101t0-beta,Toto-2.0-22m,0.765,0.587,0.941,0.097,0.036,0.158102t0-beta,Chronos-Bolt,0.824,0.588,1.0,0.067,0.021,0.118103t0-beta,Seasonal Naive,0.882,0.706,1.0,0.298,0.193,0.393104TabPFN-TS,Chronos-2,0.353,0.175,0.588,-0.002,-0.074,0.056105TabPFN-TS,TimesFM-3,0.471,0.235,0.706,-0.009,-0.101,0.073106TabPFN-TS,FlowState,0.412,0.176,0.647,0.061,-0.056,0.16107TabPFN-TS,TimesFM-2.5,0.471,0.235,0.706,0.065,-0.043,0.172108TabPFN-TS,TiRex-2,0.471,0.235,0.706,0.029,-0.046,0.098109TabPFN-TS,t0-beta,0.647,0.412,0.882,0.021,-0.047,0.08110TabPFN-TS,TabPFN-TS,0.5,0.5,0.5,0.0,0.0,0.0111TabPFN-TS,TabPFN-TS-3,0.529,0.294,0.765,0.032,-0.01,0.082112TabPFN-TS,TiRex,0.588,0.353,0.824,0.069,-0.018,0.161113TabPFN-TS,citras-fm,0.529,0.294,0.765,0.073,-0.003,0.161114TabPFN-TS,TS-ICL,0.588,0.353,0.824,0.052,-0.028,0.119115TabPFN-TS,Toto-2.0-2.5B,0.588,0.353,0.824,0.105,-0.012,0.21116TabPFN-TS,Toto-2.0-1B,0.588,0.353,0.824,0.108,-0.014,0.217117TabPFN-TS,Toto-2.0-313m,0.529,0.294,0.765,0.112,-0.002,0.217118TabPFN-TS,Toto-2.0-22m,0.647,0.412,0.882,0.116,0.007,0.216119TabPFN-TS,Chronos-Bolt,0.706,0.471,0.882,0.087,-0.005,0.174120TabPFN-TS,Seasonal Naive,0.882,0.706,1.0,0.313,0.175,0.425121TabPFN-TS-3,Chronos-2,0.294,0.118,0.529,-0.036,-0.092,0.013122TabPFN-TS-3,TimesFM-3,0.412,0.176,0.647,-0.043,-0.111,0.012123TabPFN-TS-3,FlowState,0.471,0.235,0.706,0.029,-0.065,0.128124TabPFN-TS-3,TimesFM-2.5,0.412,0.176,0.647,0.034,-0.053,0.137125TabPFN-TS-3,TiRex-2,0.529,0.294,0.765,-0.004,-0.06,0.06126TabPFN-TS-3,t0-beta,0.412,0.176,0.647,-0.011,-0.081,0.056127TabPFN-TS-3,TabPFN-TS,0.471,0.235,0.706,-0.033,-0.089,0.01128TabPFN-TS-3,TabPFN-TS-3,0.5,0.5,0.5,0.0,0.0,0.0129TabPFN-TS-3,TiRex,0.529,0.294,0.765,0.038,-0.039,0.135130TabPFN-TS-3,citras-fm,0.529,0.294,0.765,0.042,-0.043,0.133131TabPFN-TS-3,TS-ICL,0.647,0.412,0.882,0.02,-0.056,0.088132TabPFN-TS-3,Toto-2.0-2.5B,0.647,0.412,0.882,0.075,-0.017,0.175133TabPFN-TS-3,Toto-2.0-1B,0.706,0.471,0.882,0.078,-0.016,0.178134TabPFN-TS-3,Toto-2.0-313m,0.706,0.471,0.882,0.083,-0.005,0.178135TabPFN-TS-3,Toto-2.0-22m,0.588,0.353,0.824,0.086,0.001,0.179136TabPFN-TS-3,Chronos-Bolt,0.706,0.471,0.882,0.056,-0.018,0.147137TabPFN-TS-3,Seasonal Naive,0.882,0.706,1.0,0.29,0.168,0.396138TiRex,Chronos-2,0.118,0.0,0.294,-0.076,-0.158,-0.014139TiRex,TimesFM-3,0.176,0.0,0.353,-0.083,-0.179,-0.001140TiRex,FlowState,0.235,0.059,0.412,-0.009,-0.056,0.037141TiRex,TimesFM-2.5,0.353,0.118,0.588,-0.004,-0.046,0.044142TiRex,TiRex-2,0.353,0.118,0.588,-0.043,-0.129,0.021143TiRex,t0-beta,0.471,0.235,0.706,-0.051,-0.107,-0.002144TiRex,TabPFN-TS,0.412,0.176,0.647,-0.074,-0.191,0.018145TiRex,TabPFN-TS-3,0.471,0.235,0.706,-0.039,-0.155,0.037146TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0147TiRex,citras-fm,0.471,0.235,0.706,0.005,-0.058,0.061148TiRex,TS-ICL,0.588,0.353,0.824,-0.018,-0.121,0.057149TiRex,Toto-2.0-2.5B,0.588,0.353,0.824,0.039,-0.01,0.09150TiRex,Toto-2.0-1B,0.647,0.412,0.882,0.043,-0.012,0.099151TiRex,Toto-2.0-313m,0.647,0.412,0.882,0.047,0.002,0.103152TiRex,Toto-2.0-22m,0.706,0.471,0.882,0.051,0.013,0.09153TiRex,Chronos-Bolt,0.765,0.529,0.941,0.02,-0.019,0.053154TiRex,Seasonal Naive,0.882,0.706,1.0,0.263,0.158,0.367155citras-fm,Chronos-2,0.176,0.0,0.353,-0.082,-0.172,-0.014156citras-fm,TimesFM-3,0.235,0.059,0.471,-0.089,-0.204,0.016157citras-fm,FlowState,0.294,0.118,0.529,-0.014,-0.097,0.066158citras-fm,TimesFM-2.5,0.353,0.118,0.588,-0.009,-0.093,0.073159citras-fm,TiRex-2,0.353,0.118,0.588,-0.048,-0.151,0.058160citras-fm,t0-beta,0.412,0.176,0.647,-0.056,-0.119,-0.0161citras-fm,TabPFN-TS,0.471,0.235,0.706,-0.079,-0.192,0.003162citras-fm,TabPFN-TS-3,0.471,0.235,0.706,-0.044,-0.153,0.041163citras-fm,TiRex,0.529,0.294,0.765,-0.005,-0.065,0.055164citras-fm,citras-fm,0.5,0.5,0.5,0.0,0.0,0.0165citras-fm,TS-ICL,0.471,0.235,0.706,-0.024,-0.138,0.079166citras-fm,Toto-2.0-2.5B,0.588,0.353,0.765,0.034,-0.036,0.104167citras-fm,Toto-2.0-1B,0.588,0.353,0.824,0.038,-0.041,0.123168citras-fm,Toto-2.0-313m,0.529,0.294,0.765,0.042,-0.03,0.13169citras-fm,Toto-2.0-22m,0.706,0.471,0.882,0.046,-0.021,0.12170citras-fm,Chronos-Bolt,0.706,0.471,0.882,0.015,-0.047,0.068171citras-fm,Seasonal Naive,0.824,0.647,1.0,0.259,0.127,0.373172TS-ICL,Chronos-2,0.294,0.059,0.471,-0.057,-0.125,-0.002173TS-ICL,TimesFM-3,0.294,0.118,0.529,-0.064,-0.144,0.019174TS-ICL,FlowState,0.412,0.176,0.647,0.01,-0.111,0.12175TS-ICL,TimesFM-2.5,0.353,0.118,0.588,0.014,-0.101,0.129176TS-ICL,TiRex-2,0.412,0.176,0.647,-0.024,-0.068,0.016177TS-ICL,t0-beta,0.412,0.176,0.647,-0.032,-0.098,0.026178TS-ICL,TabPFN-TS,0.412,0.176,0.647,-0.054,-0.135,0.027179TS-ICL,TabPFN-TS-3,0.353,0.118,0.588,-0.02,-0.097,0.053180TS-ICL,TiRex,0.412,0.176,0.647,0.018,-0.061,0.108181TS-ICL,citras-fm,0.529,0.294,0.765,0.023,-0.086,0.121182TS-ICL,TS-ICL,0.5,0.5,0.5,0.0,0.0,0.0183TS-ICL,Toto-2.0-2.5B,0.471,0.235,0.706,0.057,-0.025,0.148184TS-ICL,Toto-2.0-1B,0.529,0.294,0.765,0.06,-0.028,0.153185TS-ICL,Toto-2.0-313m,0.353,0.118,0.588,0.064,-0.03,0.165186TS-ICL,Toto-2.0-22m,0.529,0.294,0.765,0.068,-0.008,0.15187TS-ICL,Chronos-Bolt,0.529,0.294,0.765,0.037,-0.057,0.135188TS-ICL,Seasonal Naive,0.882,0.706,1.0,0.276,0.156,0.387189Toto-2.0-2.5B,Chronos-2,0.176,0.0,0.353,-0.12,-0.216,-0.051190Toto-2.0-2.5B,TimesFM-3,0.235,0.059,0.471,-0.127,-0.23,-0.051191Toto-2.0-2.5B,FlowState,0.235,0.059,0.471,-0.05,-0.123,0.016192Toto-2.0-2.5B,TimesFM-2.5,0.294,0.059,0.529,-0.045,-0.113,0.004193Toto-2.0-2.5B,TiRex-2,0.471,0.235,0.706,-0.086,-0.176,-0.011194Toto-2.0-2.5B,t0-beta,0.294,0.118,0.529,-0.094,-0.18,-0.024195Toto-2.0-2.5B,TabPFN-TS,0.412,0.176,0.647,-0.118,-0.266,0.012196Toto-2.0-2.5B,TabPFN-TS-3,0.353,0.118,0.588,-0.081,-0.213,0.016197Toto-2.0-2.5B,TiRex,0.412,0.176,0.647,-0.041,-0.099,0.01198Toto-2.0-2.5B,citras-fm,0.412,0.235,0.647,-0.036,-0.116,0.034199Toto-2.0-2.5B,TS-ICL,0.529,0.294,0.765,-0.06,-0.173,0.025200Toto-2.0-2.5B,Toto-2.0-2.5B,0.5,0.5,0.5,0.0,0.0,0.0201Toto-2.0-2.5B,Toto-2.0-1B,0.412,0.176,0.647,0.004,-0.012,0.024202Toto-2.0-2.5B,Toto-2.0-313m,0.529,0.294,0.765,0.008,-0.023,0.039203Toto-2.0-2.5B,Toto-2.0-22m,0.647,0.412,0.882,0.012,-0.009,0.031204Toto-2.0-2.5B,Chronos-Bolt,0.706,0.528,0.882,-0.02,-0.082,0.026205Toto-2.0-2.5B,Seasonal Naive,0.882,0.706,1.0,0.233,0.122,0.336206Toto-2.0-1B,Chronos-2,0.176,0.0,0.353,-0.124,-0.225,-0.046207Toto-2.0-1B,TimesFM-3,0.176,0.0,0.353,-0.131,-0.231,-0.06208Toto-2.0-1B,FlowState,0.235,0.059,0.412,-0.053,-0.125,0.013209Toto-2.0-1B,TimesFM-2.5,0.235,0.059,0.412,-0.048,-0.107,0.003210Toto-2.0-1B,TiRex-2,0.471,0.235,0.706,-0.089,-0.179,-0.01211Toto-2.0-1B,t0-beta,0.294,0.118,0.529,-0.098,-0.187,-0.02212Toto-2.0-1B,TabPFN-TS,0.412,0.176,0.647,-0.121,-0.277,0.014213Toto-2.0-1B,TabPFN-TS-3,0.294,0.118,0.529,-0.085,-0.216,0.016214Toto-2.0-1B,TiRex,0.353,0.118,0.588,-0.044,-0.11,0.012215Toto-2.0-1B,citras-fm,0.412,0.176,0.647,-0.039,-0.14,0.039216Toto-2.0-1B,TS-ICL,0.471,0.235,0.706,-0.064,-0.181,0.027217Toto-2.0-1B,Toto-2.0-2.5B,0.588,0.353,0.824,-0.004,-0.025,0.012218Toto-2.0-1B,Toto-2.0-1B,0.5,0.5,0.5,0.0,0.0,0.0219Toto-2.0-1B,Toto-2.0-313m,0.588,0.353,0.824,0.004,-0.015,0.024220Toto-2.0-1B,Toto-2.0-22m,0.588,0.353,0.824,0.008,-0.015,0.029221Toto-2.0-1B,Chronos-Bolt,0.647,0.412,0.882,-0.024,-0.086,0.028222Toto-2.0-1B,Seasonal Naive,0.824,0.647,1.0,0.23,0.126,0.329223Toto-2.0-313m,Chronos-2,0.235,0.059,0.471,-0.129,-0.239,-0.05224Toto-2.0-313m,TimesFM-3,0.176,0.0,0.353,-0.136,-0.234,-0.065225Toto-2.0-313m,FlowState,0.235,0.059,0.413,-0.058,-0.121,0.001226Toto-2.0-313m,TimesFM-2.5,0.176,0.0,0.353,-0.053,-0.097,-0.015227Toto-2.0-313m,TiRex-2,0.412,0.176,0.647,-0.094,-0.199,-0.009228Toto-2.0-313m,t0-beta,0.294,0.118,0.529,-0.103,-0.195,-0.025229Toto-2.0-313m,TabPFN-TS,0.471,0.235,0.706,-0.127,-0.277,0.002230Toto-2.0-313m,TabPFN-TS-3,0.294,0.118,0.529,-0.09,-0.217,0.005231Toto-2.0-313m,TiRex,0.353,0.118,0.588,-0.049,-0.115,-0.002232Toto-2.0-313m,citras-fm,0.471,0.235,0.706,-0.044,-0.149,0.029233Toto-2.0-313m,TS-ICL,0.647,0.412,0.882,-0.068,-0.198,0.029234Toto-2.0-313m,Toto-2.0-2.5B,0.471,0.235,0.706,-0.008,-0.04,0.023235Toto-2.0-313m,Toto-2.0-1B,0.412,0.176,0.647,-0.005,-0.025,0.015236Toto-2.0-313m,Toto-2.0-313m,0.5,0.5,0.5,0.0,0.0,0.0237Toto-2.0-313m,Toto-2.0-22m,0.588,0.353,0.824,0.004,-0.026,0.029238Toto-2.0-313m,Chronos-Bolt,0.647,0.412,0.882,-0.029,-0.079,0.014239Toto-2.0-313m,Seasonal Naive,0.824,0.647,1.0,0.226,0.126,0.324240Toto-2.0-22m,Chronos-2,0.118,0.0,0.294,-0.134,-0.226,-0.063241Toto-2.0-22m,TimesFM-3,0.235,0.059,0.471,-0.141,-0.236,-0.067242Toto-2.0-22m,FlowState,0.235,0.059,0.471,-0.062,-0.132,-0.004243Toto-2.0-22m,TimesFM-2.5,0.353,0.118,0.588,-0.057,-0.113,-0.014244Toto-2.0-22m,TiRex-2,0.294,0.118,0.529,-0.099,-0.183,-0.028245Toto-2.0-22m,t0-beta,0.235,0.059,0.413,-0.107,-0.188,-0.037246Toto-2.0-22m,TabPFN-TS,0.353,0.118,0.588,-0.131,-0.276,-0.007247Toto-2.0-22m,TabPFN-TS-3,0.412,0.176,0.647,-0.094,-0.218,-0.001248Toto-2.0-22m,TiRex,0.294,0.118,0.529,-0.053,-0.099,-0.013249Toto-2.0-22m,citras-fm,0.294,0.118,0.529,-0.048,-0.136,0.02250Toto-2.0-22m,TS-ICL,0.471,0.235,0.706,-0.073,-0.177,0.008251Toto-2.0-22m,Toto-2.0-2.5B,0.353,0.118,0.588,-0.012,-0.032,0.009252Toto-2.0-22m,Toto-2.0-1B,0.412,0.176,0.647,-0.009,-0.03,0.015253Toto-2.0-22m,Toto-2.0-313m,0.412,0.176,0.647,-0.004,-0.03,0.026254Toto-2.0-22m,Toto-2.0-22m,0.5,0.5,0.5,0.0,0.0,0.0255Toto-2.0-22m,Chronos-Bolt,0.471,0.235,0.706,-0.033,-0.083,0.008256Toto-2.0-22m,Seasonal Naive,0.824,0.647,1.0,0.223,0.12,0.322257Chronos-Bolt,Chronos-2,0.118,0.0,0.294,-0.098,-0.186,-0.026258Chronos-Bolt,TimesFM-3,0.176,0.0,0.353,-0.105,-0.2,-0.033259Chronos-Bolt,FlowState,0.235,0.059,0.412,-0.029,-0.078,0.02260Chronos-Bolt,TimesFM-2.5,0.294,0.088,0.5,-0.024,-0.063,0.016261Chronos-Bolt,TiRex-2,0.235,0.059,0.471,-0.064,-0.159,0.02262Chronos-Bolt,t0-beta,0.176,0.0,0.412,-0.072,-0.134,-0.021263Chronos-Bolt,TabPFN-TS,0.294,0.118,0.529,-0.095,-0.21,0.005264Chronos-Bolt,TabPFN-TS-3,0.294,0.118,0.529,-0.06,-0.173,0.018265Chronos-Bolt,TiRex,0.235,0.059,0.471,-0.02,-0.056,0.019266Chronos-Bolt,citras-fm,0.294,0.118,0.529,-0.015,-0.073,0.045267Chronos-Bolt,TS-ICL,0.471,0.235,0.706,-0.039,-0.155,0.054268Chronos-Bolt,Toto-2.0-2.5B,0.294,0.118,0.472,0.02,-0.027,0.076269Chronos-Bolt,Toto-2.0-1B,0.353,0.118,0.588,0.023,-0.029,0.079270Chronos-Bolt,Toto-2.0-313m,0.353,0.118,0.588,0.028,-0.014,0.073271Chronos-Bolt,Toto-2.0-22m,0.529,0.294,0.765,0.032,-0.008,0.077272Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0273Chronos-Bolt,Seasonal Naive,0.882,0.706,1.0,0.248,0.146,0.342274Seasonal Naive,Chronos-2,0.118,0.0,0.294,-0.459,-0.705,-0.26275Seasonal Naive,TimesFM-3,0.118,0.0,0.294,-0.469,-0.685,-0.278276Seasonal Naive,FlowState,0.176,0.0,0.353,-0.368,-0.582,-0.212277Seasonal Naive,TimesFM-2.5,0.118,0.0,0.294,-0.361,-0.563,-0.204278Seasonal Naive,TiRex-2,0.118,0.0,0.294,-0.414,-0.646,-0.227279Seasonal Naive,t0-beta,0.118,0.0,0.294,-0.425,-0.648,-0.239280Seasonal Naive,TabPFN-TS,0.118,0.0,0.294,-0.456,-0.74,-0.213281Seasonal Naive,TabPFN-TS-3,0.118,0.0,0.294,-0.409,-0.655,-0.201282Seasonal Naive,TiRex,0.118,0.0,0.294,-0.356,-0.579,-0.188283Seasonal Naive,citras-fm,0.176,0.0,0.353,-0.349,-0.595,-0.145284Seasonal Naive,TS-ICL,0.118,0.0,0.294,-0.381,-0.632,-0.185285Seasonal Naive,Toto-2.0-2.5B,0.118,0.0,0.294,-0.303,-0.507,-0.138286Seasonal Naive,Toto-2.0-1B,0.176,0.0,0.353,-0.298,-0.491,-0.144287Seasonal Naive,Toto-2.0-313m,0.176,0.0,0.353,-0.293,-0.478,-0.144288Seasonal Naive,Toto-2.0-22m,0.176,0.0,0.353,-0.287,-0.474,-0.136289Seasonal Naive,Chronos-Bolt,0.118,0.0,0.294,-0.33,-0.521,-0.172290Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0291