model_name,win_rate,skill_score,median_training_time_s,median_inference_time_s,training_corpus_overlap,num_failures
Chronos-2,89.14285714285714,51.51837694099346,0.0,3.56996066,0.0,0.0
TiRex,80.60714285714286,46.66550397812589,0.0,1.4030189444999999,0.01,0.0
TimesFM-2.5,78.28571428571429,46.72558173490076,0.0,16.9308283315,0.1,0.0
Toto-1.0,70.85714285714285,45.00088243993733,0.0,90.676829282,0.08,0.0
TabPFN-TS,68.10714285714286,45.822378843833036,0.0,305.466367349,0.0,2.0
Moirai-2.0,66.21428571428571,43.864523387242194,0.0,2.5351729785000003,0.28,0.0
Chronos-Bolt,64.85714285714286,43.187343947848866,0.0,0.9960156920000001,0.0,0.0
Sundial-Base,47.035714285714285,37.43731640370259,0.0,35.620029862500004,0.01,0.0
Stat. Ensemble,44.17857142857143,21.795752415252334,0.0,690.615290623,0.0,11.0
AutoARIMA,40.10714285714287,23.401617100945593,0.0,186.7699845295,0.0,10.0
AutoETS,31.392857142857146,-27.026777935471568,0.0,17.004582018,0.0,3.0
AutoTheta,26.714285714285708,7.846425960422055,0.0,9.267665384499999,0.0,0.0
Seasonal Naive,19.464285714285708,0.0,0.0,2.3247850175,0.0,0.0
Naive,13.750000000000002,-39.121433468308894,0.0,2.2371214229999996,0.0,0.0
Drift,9.285714285714288,-40.05851008470427,0.0,2.1929671395000003,0.0,0.0