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Running
Running
| model_name,win_rate,skill_score,median_training_time_s,median_inference_time_s,training_corpus_overlap,num_failures | |
| Chronos-2,85.92857142857142,39.409528419872345,0.0,3.56996066,0.0,0.0 | |
| TimesFM-2.5,75.28571428571428,33.719263075740194,0.0,16.9308283315,0.1,0.0 | |
| TiRex,75.25000000000001,33.56017122067458,0.0,1.4030189444999999,0.01,0.0 | |
| Toto-1.0,67.64285714285717,31.488756179777678,0.0,90.676829282,0.08,0.0 | |
| TabPFN-TS,64.32142857142857,33.36123166513091,0.0,305.466367349,0.0,2.0 | |
| Moirai-2.0,62.14285714285715,30.651048841637785,0.0,2.5351729785000003,0.28,0.0 | |
| Chronos-Bolt,61.142857142857146,29.770064235526473,0.0,0.9960156920000001,0.0,0.0 | |
| Sundial-Base,51.24999999999999,27.263435775595426,0.0,35.620029862500004,0.01,0.0 | |
| Stat. Ensemble,47.32142857142856,17.693885547849597,0.0,690.615290623,0.0,11.0 | |
| AutoARIMA,34.96428571428571,13.271687847205381,0.0,186.7699845295,0.0,10.0 | |
| AutoETS,34.60714285714286,4.328689341465408,0.0,17.004582018,0.0,3.0 | |
| AutoTheta,32.0,13.794755020224814,0.0,9.267665384499999,0.0,0.0 | |
| Naive,22.749999999999996,-6.11148881462471,0.0,2.2371214229999996,0.0,0.0 | |
| Seasonal Naive,19.249999999999996,0.0,0.0,2.3247850175,0.0,0.0 | |
| Drift,16.142857142857146,-8.604851625817744,0.0,2.1929671395000003,0.0,0.0 | |