autogluon/fev-bench

1model_1,model_2,win_rate,win_rate_lower,win_rate_upper,skill_score,skill_score_lower,skill_score_upper2TimesFM-3,TimesFM-3,0.5,0.5,0.5,0.0,0.0,0.03TimesFM-3,Chronos-2,0.571,0.143,0.857,0.035,-0.01,0.0794TimesFM-3,Toto-2.0-1B,0.714,0.286,1.0,0.054,0.002,0.1055TimesFM-3,t0-beta,0.857,0.571,1.0,0.047,0.011,0.0886TimesFM-3,TimesFM-2.5,1.0,1.0,1.0,0.057,0.034,0.0797TimesFM-3,Toto-2.0-313m,0.714,0.286,1.0,0.059,0.005,0.1148TimesFM-3,Toto-2.0-2.5B,0.857,0.571,1.0,0.062,0.013,0.1139TimesFM-3,TiRex,0.857,0.571,1.0,0.068,0.024,0.11510TimesFM-3,TiRex-2,0.714,0.286,1.0,0.07,0.021,0.12911TimesFM-3,FlowState,1.0,1.0,1.0,0.083,0.051,0.11312TimesFM-3,Toto-2.0-22m,0.714,0.286,1.0,0.08,0.014,0.14913TimesFM-3,TS-ICL,1.0,1.0,1.0,0.082,0.046,0.12214TimesFM-3,TabPFN-TS-3,1.0,1.0,1.0,0.103,0.049,0.16115TimesFM-3,TFT,1.0,1.0,1.0,0.165,0.07,0.29116TimesFM-3,Toto-2.0-4m,0.857,0.571,1.0,0.134,0.046,0.22217TimesFM-3,Chronos-Bolt,1.0,1.0,1.0,0.139,0.081,0.20318TimesFM-3,Seasonal Naive,1.0,1.0,1.0,0.46,0.347,0.55519Chronos-2,TimesFM-3,0.429,0.143,0.857,-0.036,-0.085,0.0120Chronos-2,Chronos-2,0.5,0.5,0.5,0.0,0.0,0.021Chronos-2,Toto-2.0-1B,0.714,0.429,1.0,0.02,-0.007,0.05722Chronos-2,t0-beta,0.714,0.429,1.0,0.013,-0.012,0.03923Chronos-2,TimesFM-2.5,0.571,0.286,0.857,0.024,-0.013,0.06524Chronos-2,Toto-2.0-313m,0.714,0.429,1.0,0.025,-0.008,0.0725Chronos-2,Toto-2.0-2.5B,0.714,0.429,1.0,0.028,-0.004,0.07426Chronos-2,TiRex,1.0,1.0,1.0,0.034,0.012,0.0727Chronos-2,TiRex-2,0.714,0.429,1.0,0.037,0.006,0.08528Chronos-2,FlowState,0.714,0.429,1.0,0.05,0.013,0.0929Chronos-2,Toto-2.0-22m,0.857,0.571,1.0,0.047,0.006,0.11130Chronos-2,TS-ICL,0.714,0.429,1.0,0.049,-0.001,0.10631Chronos-2,TabPFN-TS-3,0.714,0.429,1.0,0.071,0.011,0.14632Chronos-2,TFT,1.0,1.0,1.0,0.135,0.036,0.27833Chronos-2,Toto-2.0-4m,1.0,1.0,1.0,0.103,0.044,0.16934Chronos-2,Chronos-Bolt,1.0,1.0,1.0,0.108,0.053,0.17235Chronos-2,Seasonal Naive,1.0,1.0,1.0,0.44,0.347,0.52136Toto-2.0-1B,TimesFM-3,0.286,0.0,0.714,-0.057,-0.117,-0.00237Toto-2.0-1B,Chronos-2,0.286,0.0,0.571,-0.02,-0.06,0.00738Toto-2.0-1B,Toto-2.0-1B,0.5,0.5,0.5,0.0,0.0,0.039Toto-2.0-1B,t0-beta,0.429,0.143,0.857,-0.007,-0.045,0.0340Toto-2.0-1B,TimesFM-2.5,0.429,0.143,0.857,0.004,-0.035,0.04841Toto-2.0-1B,Toto-2.0-313m,0.714,0.429,1.0,0.006,-0.001,0.01442Toto-2.0-1B,Toto-2.0-2.5B,0.429,0.143,0.857,0.009,-0.003,0.02143Toto-2.0-1B,TiRex,0.857,0.571,1.0,0.015,-0.002,0.03144Toto-2.0-1B,TiRex-2,0.714,0.429,1.0,0.017,0.002,0.03645Toto-2.0-1B,FlowState,0.714,0.429,1.0,0.03,-0.001,0.0746Toto-2.0-1B,Toto-2.0-22m,0.857,0.571,1.0,0.028,0.005,0.05847Toto-2.0-1B,TS-ICL,0.857,0.571,1.0,0.03,-0.01,0.07348Toto-2.0-1B,TabPFN-TS-3,0.714,0.429,1.0,0.052,-0.001,0.12449Toto-2.0-1B,TFT,0.857,0.571,1.0,0.118,0.011,0.27350Toto-2.0-1B,Toto-2.0-4m,1.0,1.0,1.0,0.085,0.042,0.13151Toto-2.0-1B,Chronos-Bolt,0.857,0.571,1.0,0.09,0.028,0.16452Toto-2.0-1B,Seasonal Naive,1.0,1.0,1.0,0.429,0.332,0.51353t0-beta,TimesFM-3,0.143,0.0,0.429,-0.05,-0.097,-0.01154t0-beta,Chronos-2,0.286,0.0,0.571,-0.013,-0.041,0.01255t0-beta,Toto-2.0-1B,0.571,0.143,0.857,0.007,-0.031,0.04356t0-beta,t0-beta,0.5,0.5,0.5,0.0,0.0,0.057t0-beta,TimesFM-2.5,0.714,0.429,1.0,0.011,-0.015,0.03358t0-beta,Toto-2.0-313m,0.429,0.139,0.857,0.012,-0.029,0.05159t0-beta,Toto-2.0-2.5B,0.714,0.429,1.0,0.016,-0.021,0.05160t0-beta,TiRex,0.714,0.286,1.0,0.021,-0.006,0.04861t0-beta,TiRex-2,0.714,0.286,1.0,0.024,-0.009,0.05962t0-beta,FlowState,0.857,0.571,1.0,0.037,0.017,0.05663t0-beta,Toto-2.0-22m,0.714,0.286,1.0,0.035,-0.015,0.08864t0-beta,TS-ICL,0.714,0.429,1.0,0.037,-0.0,0.07765t0-beta,TabPFN-TS-3,0.857,0.571,1.0,0.058,0.016,0.11566t0-beta,TFT,0.857,0.571,1.0,0.124,0.021,0.25867t0-beta,Toto-2.0-4m,0.714,0.286,1.0,0.091,0.023,0.15468t0-beta,Chronos-Bolt,1.0,1.0,1.0,0.096,0.056,0.14669t0-beta,Seasonal Naive,1.0,1.0,1.0,0.433,0.337,0.51870TimesFM-2.5,TimesFM-3,0.0,0.0,0.0,-0.061,-0.086,-0.03571TimesFM-2.5,Chronos-2,0.429,0.143,0.714,-0.024,-0.069,0.01372TimesFM-2.5,Toto-2.0-1B,0.571,0.143,0.857,-0.004,-0.05,0.03473TimesFM-2.5,t0-beta,0.286,0.0,0.571,-0.011,-0.034,0.01474TimesFM-2.5,TimesFM-2.5,0.5,0.5,0.5,0.0,0.0,0.075TimesFM-2.5,Toto-2.0-313m,0.571,0.143,0.857,0.002,-0.046,0.04276TimesFM-2.5,Toto-2.0-2.5B,0.571,0.143,0.857,0.005,-0.036,0.04277TimesFM-2.5,TiRex,0.571,0.143,0.857,0.011,-0.028,0.04278TimesFM-2.5,TiRex-2,0.571,0.143,0.857,0.014,-0.031,0.05579TimesFM-2.5,FlowState,1.0,1.0,1.0,0.027,0.016,0.03880TimesFM-2.5,Toto-2.0-22m,0.714,0.286,1.0,0.024,-0.038,0.0881TimesFM-2.5,TS-ICL,0.857,0.571,1.0,0.026,0.007,0.05382TimesFM-2.5,TabPFN-TS-3,0.714,0.429,1.0,0.048,0.009,0.09683TimesFM-2.5,TFT,0.857,0.571,1.0,0.114,0.011,0.25384TimesFM-2.5,Toto-2.0-4m,0.714,0.286,1.0,0.081,0.002,0.15785TimesFM-2.5,Chronos-Bolt,1.0,1.0,1.0,0.086,0.044,0.13986TimesFM-2.5,Seasonal Naive,1.0,1.0,1.0,0.427,0.314,0.52287Toto-2.0-313m,TimesFM-3,0.286,0.0,0.714,-0.063,-0.128,-0.00588Toto-2.0-313m,Chronos-2,0.286,0.0,0.571,-0.026,-0.075,0.00889Toto-2.0-313m,Toto-2.0-1B,0.286,0.0,0.571,-0.006,-0.014,0.00190Toto-2.0-313m,t0-beta,0.571,0.143,0.861,-0.012,-0.054,0.02891Toto-2.0-313m,TimesFM-2.5,0.429,0.143,0.857,-0.002,-0.044,0.04492Toto-2.0-313m,Toto-2.0-313m,0.5,0.5,0.5,0.0,0.0,0.093Toto-2.0-313m,Toto-2.0-2.5B,0.714,0.429,1.0,0.003,-0.004,0.01294Toto-2.0-313m,TiRex,0.571,0.286,0.857,0.009,-0.01,0.02995Toto-2.0-313m,TiRex-2,0.714,0.429,1.0,0.012,-0.002,0.02896Toto-2.0-313m,FlowState,0.571,0.143,0.861,0.025,-0.008,0.06597Toto-2.0-313m,Toto-2.0-22m,0.857,0.571,1.0,0.023,0.002,0.04998Toto-2.0-313m,TS-ICL,0.714,0.429,1.0,0.025,-0.015,0.06799Toto-2.0-313m,TabPFN-TS-3,0.714,0.429,1.0,0.047,-0.005,0.12100Toto-2.0-313m,TFT,0.714,0.429,1.0,0.113,-0.0,0.271101Toto-2.0-313m,Toto-2.0-4m,0.857,0.571,1.0,0.079,0.038,0.121102Toto-2.0-313m,Chronos-Bolt,0.857,0.571,1.0,0.084,0.023,0.155103Toto-2.0-313m,Seasonal Naive,1.0,1.0,1.0,0.426,0.327,0.51104Toto-2.0-2.5B,TimesFM-3,0.143,0.0,0.429,-0.066,-0.128,-0.013105Toto-2.0-2.5B,Chronos-2,0.286,0.0,0.571,-0.029,-0.08,0.004106Toto-2.0-2.5B,Toto-2.0-1B,0.571,0.143,0.857,-0.009,-0.022,0.003107Toto-2.0-2.5B,t0-beta,0.286,0.0,0.571,-0.016,-0.054,0.02108Toto-2.0-2.5B,TimesFM-2.5,0.429,0.143,0.857,-0.005,-0.044,0.035109Toto-2.0-2.5B,Toto-2.0-313m,0.286,0.0,0.571,-0.003,-0.012,0.004110Toto-2.0-2.5B,Toto-2.0-2.5B,0.5,0.5,0.5,0.0,0.0,0.0111Toto-2.0-2.5B,TiRex,0.571,0.286,0.857,0.006,-0.011,0.024112Toto-2.0-2.5B,TiRex-2,0.571,0.286,1.0,0.009,-0.004,0.022113Toto-2.0-2.5B,FlowState,0.571,0.143,0.861,0.022,-0.008,0.055114Toto-2.0-2.5B,Toto-2.0-22m,0.857,0.571,1.0,0.019,-0.005,0.045115Toto-2.0-2.5B,TS-ICL,0.714,0.429,1.0,0.021,-0.011,0.056116Toto-2.0-2.5B,TabPFN-TS-3,0.714,0.429,1.0,0.043,-0.002,0.11117Toto-2.0-2.5B,TFT,0.571,0.286,0.857,0.11,-0.003,0.266118Toto-2.0-2.5B,Toto-2.0-4m,0.857,0.571,1.0,0.076,0.031,0.122119Toto-2.0-2.5B,Chronos-Bolt,0.857,0.571,1.0,0.081,0.027,0.148120Toto-2.0-2.5B,Seasonal Naive,1.0,1.0,1.0,0.424,0.323,0.51121TiRex,TimesFM-3,0.143,0.0,0.429,-0.073,-0.13,-0.025122TiRex,Chronos-2,0.0,0.0,0.0,-0.035,-0.076,-0.012123TiRex,Toto-2.0-1B,0.143,0.0,0.429,-0.015,-0.032,0.002124TiRex,t0-beta,0.286,0.0,0.714,-0.022,-0.05,0.006125TiRex,TimesFM-2.5,0.429,0.143,0.857,-0.011,-0.044,0.027126TiRex,Toto-2.0-313m,0.429,0.143,0.714,-0.009,-0.03,0.01127TiRex,Toto-2.0-2.5B,0.429,0.143,0.714,-0.006,-0.024,0.011128TiRex,TiRex,0.5,0.5,0.5,0.0,0.0,0.0129TiRex,TiRex-2,0.714,0.429,1.0,0.003,-0.01,0.017130TiRex,FlowState,0.429,0.143,0.857,0.016,-0.011,0.051131TiRex,Toto-2.0-22m,0.714,0.286,1.0,0.014,-0.013,0.045132TiRex,TS-ICL,0.714,0.429,1.0,0.016,-0.018,0.055133TiRex,TabPFN-TS-3,0.714,0.429,1.0,0.038,-0.007,0.11134TiRex,TFT,0.857,0.571,1.0,0.105,0.005,0.253135TiRex,Toto-2.0-4m,0.857,0.571,1.0,0.071,0.022,0.119136TiRex,Chronos-Bolt,1.0,1.0,1.0,0.076,0.024,0.15137TiRex,Seasonal Naive,1.0,1.0,1.0,0.421,0.325,0.506138TiRex-2,TimesFM-3,0.286,0.0,0.714,-0.076,-0.149,-0.021139TiRex-2,Chronos-2,0.286,0.0,0.571,-0.038,-0.093,-0.006140TiRex-2,Toto-2.0-1B,0.286,0.0,0.571,-0.018,-0.037,-0.002141TiRex-2,t0-beta,0.286,0.0,0.714,-0.025,-0.063,0.009142TiRex-2,TimesFM-2.5,0.429,0.143,0.857,-0.014,-0.058,0.03143TiRex-2,Toto-2.0-313m,0.286,0.0,0.571,-0.012,-0.029,0.002144TiRex-2,Toto-2.0-2.5B,0.429,0.0,0.714,-0.009,-0.023,0.004145TiRex-2,TiRex,0.286,0.0,0.571,-0.003,-0.017,0.01146TiRex-2,TiRex-2,0.5,0.5,0.5,0.0,0.0,0.0147TiRex-2,FlowState,0.429,0.143,0.857,0.013,-0.021,0.052148TiRex-2,Toto-2.0-22m,0.714,0.286,1.0,0.011,-0.008,0.031149TiRex-2,TS-ICL,0.714,0.429,1.0,0.013,-0.023,0.054150TiRex-2,TabPFN-TS-3,0.571,0.143,0.861,0.035,-0.01,0.108151TiRex-2,TFT,0.714,0.429,1.0,0.102,-0.012,0.258152TiRex-2,Toto-2.0-4m,0.857,0.571,1.0,0.068,0.027,0.109153TiRex-2,Chronos-Bolt,0.714,0.429,1.0,0.073,0.019,0.145154TiRex-2,Seasonal Naive,1.0,1.0,1.0,0.419,0.322,0.502155FlowState,TimesFM-3,0.0,0.0,0.0,-0.09,-0.128,-0.054156FlowState,Chronos-2,0.286,0.0,0.571,-0.052,-0.099,-0.013157FlowState,Toto-2.0-1B,0.286,0.0,0.571,-0.031,-0.076,0.001158FlowState,t0-beta,0.143,0.0,0.429,-0.038,-0.059,-0.017159FlowState,TimesFM-2.5,0.0,0.0,0.0,-0.027,-0.039,-0.016160FlowState,Toto-2.0-313m,0.429,0.139,0.857,-0.026,-0.07,0.008161FlowState,Toto-2.0-2.5B,0.429,0.139,0.857,-0.022,-0.059,0.008162FlowState,TiRex,0.571,0.143,0.857,-0.016,-0.053,0.01163FlowState,TiRex-2,0.571,0.143,0.857,-0.013,-0.054,0.021164FlowState,FlowState,0.5,0.5,0.5,0.0,0.0,0.0165FlowState,Toto-2.0-22m,0.571,0.143,0.857,-0.002,-0.062,0.048166FlowState,TS-ICL,0.429,0.143,0.857,-0.0,-0.022,0.025167FlowState,TabPFN-TS-3,0.571,0.282,0.857,0.022,-0.011,0.071168FlowState,TFT,0.714,0.429,1.0,0.09,-0.02,0.235169FlowState,Toto-2.0-4m,0.571,0.143,0.857,0.056,-0.021,0.125170FlowState,Chronos-Bolt,1.0,1.0,1.0,0.061,0.021,0.114171FlowState,Seasonal Naive,1.0,1.0,1.0,0.411,0.301,0.504172Toto-2.0-22m,TimesFM-3,0.286,0.0,0.714,-0.087,-0.175,-0.014173Toto-2.0-22m,Chronos-2,0.143,0.0,0.429,-0.05,-0.125,-0.006174Toto-2.0-22m,Toto-2.0-1B,0.143,0.0,0.429,-0.029,-0.062,-0.005175Toto-2.0-22m,t0-beta,0.286,0.0,0.714,-0.036,-0.096,0.015176Toto-2.0-22m,TimesFM-2.5,0.286,0.0,0.714,-0.025,-0.087,0.037177Toto-2.0-22m,Toto-2.0-313m,0.143,0.0,0.429,-0.023,-0.051,-0.002178Toto-2.0-22m,Toto-2.0-2.5B,0.143,0.0,0.429,-0.02,-0.047,0.005179Toto-2.0-22m,TiRex,0.286,0.0,0.714,-0.014,-0.047,0.013180Toto-2.0-22m,TiRex-2,0.286,0.0,0.714,-0.011,-0.032,0.007181Toto-2.0-22m,FlowState,0.429,0.143,0.857,0.002,-0.05,0.058182Toto-2.0-22m,Toto-2.0-22m,0.5,0.5,0.5,0.0,0.0,0.0183Toto-2.0-22m,TS-ICL,0.571,0.143,0.857,0.002,-0.044,0.056184Toto-2.0-22m,TabPFN-TS-3,0.571,0.143,0.861,0.024,-0.039,0.113185Toto-2.0-22m,TFT,0.571,0.143,0.857,0.092,-0.042,0.259186Toto-2.0-22m,Toto-2.0-4m,1.0,1.0,1.0,0.058,0.027,0.092187Toto-2.0-22m,Chronos-Bolt,0.714,0.429,1.0,0.063,-0.005,0.147188Toto-2.0-22m,Seasonal Naive,1.0,1.0,1.0,0.413,0.315,0.494189TS-ICL,TimesFM-3,0.0,0.0,0.0,-0.09,-0.138,-0.048190TS-ICL,Chronos-2,0.286,0.0,0.571,-0.052,-0.119,0.001191TS-ICL,Toto-2.0-1B,0.143,0.0,0.429,-0.031,-0.079,0.01192TS-ICL,t0-beta,0.286,0.0,0.571,-0.038,-0.083,0.0193TS-ICL,TimesFM-2.5,0.143,0.0,0.429,-0.027,-0.056,-0.007194TS-ICL,Toto-2.0-313m,0.286,0.0,0.571,-0.025,-0.071,0.015195TS-ICL,Toto-2.0-2.5B,0.286,0.0,0.571,-0.022,-0.06,0.011196TS-ICL,TiRex,0.286,0.0,0.571,-0.016,-0.058,0.017197TS-ICL,TiRex-2,0.286,0.0,0.571,-0.013,-0.057,0.023198TS-ICL,FlowState,0.571,0.143,0.857,0.0,-0.025,0.022199TS-ICL,Toto-2.0-22m,0.429,0.143,0.857,-0.002,-0.059,0.042200TS-ICL,TS-ICL,0.5,0.5,0.5,0.0,0.0,0.0201TS-ICL,TabPFN-TS-3,0.571,0.143,1.0,0.022,-0.017,0.073202TS-ICL,TFT,0.714,0.429,1.0,0.09,-0.031,0.236203TS-ICL,Toto-2.0-4m,0.714,0.286,1.0,0.056,-0.024,0.126204TS-ICL,Chronos-Bolt,0.857,0.571,1.0,0.061,0.013,0.118205TS-ICL,Seasonal Naive,1.0,1.0,1.0,0.411,0.291,0.511206TabPFN-TS-3,TimesFM-3,0.0,0.0,0.0,-0.115,-0.192,-0.052207TabPFN-TS-3,Chronos-2,0.286,0.0,0.571,-0.076,-0.171,-0.011208TabPFN-TS-3,Toto-2.0-1B,0.286,0.0,0.571,-0.055,-0.142,0.001209TabPFN-TS-3,t0-beta,0.143,0.0,0.429,-0.062,-0.13,-0.017210TabPFN-TS-3,TimesFM-2.5,0.286,0.0,0.571,-0.051,-0.107,-0.009211TabPFN-TS-3,Toto-2.0-313m,0.286,0.0,0.571,-0.049,-0.136,0.005212TabPFN-TS-3,Toto-2.0-2.5B,0.286,0.0,0.571,-0.045,-0.123,0.002213TabPFN-TS-3,TiRex,0.286,0.0,0.571,-0.039,-0.123,0.007214TabPFN-TS-3,TiRex-2,0.429,0.139,0.857,-0.036,-0.121,0.01215TabPFN-TS-3,FlowState,0.429,0.143,0.718,-0.023,-0.077,0.01216TabPFN-TS-3,Toto-2.0-22m,0.429,0.139,0.857,-0.025,-0.127,0.037217TabPFN-TS-3,TS-ICL,0.429,0.0,0.857,-0.023,-0.079,0.017218TabPFN-TS-3,TabPFN-TS-3,0.5,0.5,0.5,0.0,0.0,0.0219TabPFN-TS-3,TFT,0.571,0.143,0.857,0.069,-0.088,0.235220TabPFN-TS-3,Toto-2.0-4m,0.714,0.286,1.0,0.035,-0.085,0.113221TabPFN-TS-3,Chronos-Bolt,1.0,1.0,1.0,0.04,0.014,0.074222TabPFN-TS-3,Seasonal Naive,1.0,1.0,1.0,0.398,0.268,0.502223TFT,TimesFM-3,0.0,0.0,0.0,-0.198,-0.41,-0.075224TFT,Chronos-2,0.0,0.0,0.0,-0.156,-0.385,-0.038225TFT,Toto-2.0-1B,0.143,0.0,0.429,-0.133,-0.375,-0.011226TFT,t0-beta,0.143,0.0,0.429,-0.141,-0.348,-0.022227TFT,TimesFM-2.5,0.143,0.0,0.429,-0.129,-0.339,-0.011228TFT,Toto-2.0-313m,0.286,0.0,0.571,-0.127,-0.373,0.0229TFT,Toto-2.0-2.5B,0.429,0.143,0.714,-0.123,-0.362,0.003230TFT,TiRex,0.143,0.0,0.429,-0.117,-0.339,-0.005231TFT,TiRex-2,0.286,0.0,0.571,-0.114,-0.347,0.012232TFT,FlowState,0.286,0.0,0.571,-0.099,-0.307,0.019233TFT,Toto-2.0-22m,0.429,0.143,0.857,-0.102,-0.35,0.04234TFT,TS-ICL,0.286,0.0,0.571,-0.099,-0.309,0.03235TFT,TabPFN-TS-3,0.429,0.143,0.857,-0.075,-0.306,0.081236TFT,TFT,0.5,0.5,0.5,0.0,0.0,0.0237TFT,Toto-2.0-4m,0.429,0.143,0.857,-0.038,-0.282,0.112238TFT,Chronos-Bolt,0.714,0.429,1.0,-0.032,-0.249,0.122239TFT,Seasonal Naive,1.0,1.0,1.0,0.353,0.219,0.471240Toto-2.0-4m,TimesFM-3,0.143,0.0,0.429,-0.155,-0.285,-0.048241Toto-2.0-4m,Chronos-2,0.0,0.0,0.0,-0.114,-0.204,-0.046242Toto-2.0-4m,Toto-2.0-1B,0.0,0.0,0.0,-0.092,-0.151,-0.044243Toto-2.0-4m,t0-beta,0.286,0.0,0.714,-0.1,-0.182,-0.024244Toto-2.0-4m,TimesFM-2.5,0.286,0.0,0.714,-0.088,-0.186,-0.002245Toto-2.0-4m,Toto-2.0-313m,0.143,0.0,0.429,-0.086,-0.137,-0.04246Toto-2.0-4m,Toto-2.0-2.5B,0.143,0.0,0.429,-0.083,-0.139,-0.032247Toto-2.0-4m,TiRex,0.143,0.0,0.429,-0.076,-0.135,-0.022248Toto-2.0-4m,TiRex-2,0.143,0.0,0.429,-0.073,-0.122,-0.028249Toto-2.0-4m,FlowState,0.429,0.143,0.857,-0.059,-0.143,0.021250Toto-2.0-4m,Toto-2.0-22m,0.0,0.0,0.0,-0.062,-0.101,-0.028251Toto-2.0-4m,TS-ICL,0.286,0.0,0.714,-0.06,-0.144,0.024252Toto-2.0-4m,TabPFN-TS-3,0.286,0.0,0.714,-0.036,-0.128,0.078253Toto-2.0-4m,TFT,0.571,0.143,0.857,0.036,-0.126,0.22254Toto-2.0-4m,Toto-2.0-4m,0.5,0.5,0.5,0.0,0.0,0.0255Toto-2.0-4m,Chronos-Bolt,0.571,0.143,0.861,0.005,-0.083,0.107256Toto-2.0-4m,Seasonal Naive,1.0,1.0,1.0,0.376,0.285,0.456257Chronos-Bolt,TimesFM-3,0.0,0.0,0.0,-0.161,-0.254,-0.089258Chronos-Bolt,Chronos-2,0.0,0.0,0.0,-0.12,-0.208,-0.056259Chronos-Bolt,Toto-2.0-1B,0.143,0.0,0.429,-0.098,-0.195,-0.029260Chronos-Bolt,t0-beta,0.0,0.0,0.0,-0.106,-0.171,-0.06261Chronos-Bolt,TimesFM-2.5,0.0,0.0,0.0,-0.094,-0.161,-0.046262Chronos-Bolt,Toto-2.0-313m,0.143,0.0,0.429,-0.092,-0.184,-0.024263Chronos-Bolt,Toto-2.0-2.5B,0.143,0.0,0.429,-0.089,-0.173,-0.028264Chronos-Bolt,TiRex,0.0,0.0,0.0,-0.082,-0.176,-0.025265Chronos-Bolt,TiRex-2,0.286,0.0,0.571,-0.079,-0.17,-0.019266Chronos-Bolt,FlowState,0.0,0.0,0.0,-0.065,-0.129,-0.022267Chronos-Bolt,Toto-2.0-22m,0.286,0.0,0.571,-0.068,-0.173,0.005268Chronos-Bolt,TS-ICL,0.143,0.0,0.429,-0.065,-0.133,-0.013269Chronos-Bolt,TabPFN-TS-3,0.0,0.0,0.0,-0.041,-0.08,-0.015270Chronos-Bolt,TFT,0.286,0.0,0.571,0.031,-0.138,0.199271Chronos-Bolt,Toto-2.0-4m,0.429,0.139,0.857,-0.005,-0.12,0.077272Chronos-Bolt,Chronos-Bolt,0.5,0.5,0.5,0.0,0.0,0.0273Chronos-Bolt,Seasonal Naive,1.0,1.0,1.0,0.373,0.248,0.474274Seasonal Naive,TimesFM-3,0.0,0.0,0.0,-0.851,-1.247,-0.532275Seasonal Naive,Chronos-2,0.0,0.0,0.0,-0.787,-1.087,-0.531276Seasonal Naive,Toto-2.0-1B,0.0,0.0,0.0,-0.751,-1.054,-0.497277Seasonal Naive,t0-beta,0.0,0.0,0.0,-0.763,-1.073,-0.508278Seasonal Naive,TimesFM-2.5,0.0,0.0,0.0,-0.744,-1.092,-0.458279Seasonal Naive,Toto-2.0-313m,0.0,0.0,0.0,-0.742,-1.042,-0.487280Seasonal Naive,Toto-2.0-2.5B,0.0,0.0,0.0,-0.736,-1.042,-0.476281Seasonal Naive,TiRex,0.0,0.0,0.0,-0.726,-1.023,-0.482282Seasonal Naive,TiRex-2,0.0,0.0,0.0,-0.721,-1.008,-0.475283Seasonal Naive,FlowState,0.0,0.0,0.0,-0.698,-1.017,-0.431284Seasonal Naive,Toto-2.0-22m,0.0,0.0,0.0,-0.702,-0.977,-0.46285Seasonal Naive,TS-ICL,0.0,0.0,0.0,-0.699,-1.044,-0.411286Seasonal Naive,TabPFN-TS-3,0.0,0.0,0.0,-0.661,-1.007,-0.366287Seasonal Naive,TFT,0.0,0.0,0.0,-0.545,-0.89,-0.28288Seasonal Naive,Toto-2.0-4m,0.0,0.0,0.0,-0.603,-0.837,-0.4289Seasonal Naive,Chronos-Bolt,0.0,0.0,0.0,-0.594,-0.902,-0.329290Seasonal Naive,Seasonal Naive,0.5,0.5,0.5,0.0,0.0,0.0291