model_name,win_rate,skill_score,median_training_time_s_per100,median_inference_time_s_per100,training_corpus_overlap,num_failures
Chronos-2,91.78571428571428,51.11726197861597,0.0,1.1884657561826923,0.0,0.0
TiRex,80.35714285714286,43.412654839288344,0.0,0.39943635916666664,0.0,0.0
TimesFM-2.5,74.82142857142857,43.97585098003665,0.0,5.231317789855769,0.05,0.0
Toto-1.0,74.10714285714286,42.97306853626257,0.0,44.314211595100275,0.05,0.0
TabPFN-TS,67.14285714285715,46.24923686371321,0.0,176.29508545862691,0.0,0.0
Moirai-2.0,65.0,41.66951873570546,0.0,0.4247097227343751,0.3,0.0
Chronos-Bolt,61.42857142857142,40.39825912219498,0.0,0.4779255196130952,0.0,0.0
Sundial-Base,50.000000000000014,37.623889675747435,0.0,8.290017479345238,0.0,0.0
Stat. Ensemble,45.714285714285715,27.34922619892346,0.0,261.7837352532143,0.0,10.0
AutoARIMA,44.28571428571429,30.565231601448495,0.0,79.5753111749051,0.0,10.0
AutoETS,32.85714285714285,-9.388090977202147,0.0,6.365997598583334,0.0,0.0
AutoTheta,25.71428571428572,8.46720438230043,0.0,5.05998791875,0.0,0.0
Seasonal Naive,16.42857142857143,0.0,0.0,0.7680427387619048,0.0,0.0
Naive,12.85714285714286,-36.92812113307396,0.0,0.8385289361666667,0.0,0.0
Drift,7.5,-36.00664551250195,0.0,0.8343652471666667,0.0,0.0