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Running
Running
| model_name,win_rate,skill_score,median_training_time_s_per100,median_inference_time_s_per100,training_corpus_overlap,num_failures | |
| Chronos-2,91.37931034482757,43.96240636415071,0.0,0.34961068443961374,0.0,0.0 | |
| TiRex-2,83.44827586206897,39.968306218668594,0.0,0.2775198381076842,0.0,0.0 | |
| TiRex,81.37931034482759,36.82355570111464,0.0,0.08413562701299362,0.0,0.0 | |
| TimesFM-2.5,80.17241379310344,37.10811207552987,0.0,0.19436559958166716,0.2,0.0 | |
| FlowState,74.13793103448275,36.91651544152842,0.0,0.433503676897203,0.1,0.0 | |
| TabPFN-TS-3,73.44827586206897,40.57408550474503,0.0,219.87602214848658,0.0,0.0 | |
| Toto-2.0-2.5B,72.24137931034484,34.958147253380446,0.0,6.016768976016863,0.0,0.0 | |
| Toto-2.0-1B,69.48275862068965,35.075657832582216,0.0,2.3629687737388316,0.0,0.0 | |
| TS-ICL,68.96551724137929,38.625202944942984,0.0,1.199606338748409,0.0,0.0 | |
| citras-fm,68.62068965517241,34.56498518351769,0.0,0.28305416581942466,0.0,0.0 | |
| TabPFN-TS,66.29310344827586,38.92001120631144,0.0,59.126968410558575,0.0,5.0 | |
| Toto-2.0-313m,65.86206896551722,34.68497929932541,0.0,0.9185802093290546,0.0,0.0 | |
| Toto-2.0-22m,62.58620689655173,33.9070736885615,0.0,0.18673719491897878,0.0,0.0 | |
| Chronos-Bolt,60.77586206896552,34.1076058240865,0.0,0.04467236387284335,0.0,0.0 | |
| Moirai-2.0,58.87931034482759,33.39092759318447,0.0,0.21064168391008586,0.25,0.0 | |
| Toto-1.0,51.03448275862069,30.948733152914755,0.0,6.10989479852736,0.1,0.0 | |
| Toto-2.0-4m,51.03448275862068,32.08087705910183,0.0,0.12505772432552248,0.0,0.0 | |
| Stat. Ensemble,40.689655172413794,25.327733981726908,0.0,41.345157871288414,0.0,0.0 | |
| TFT,38.9655172413793,24.46284341523206,27.48248403664031,0.16541783743066843,0.0,0.0 | |
| AutoARIMA,32.241379310344826,23.978096920266523,0.0,3.9777087639147384,0.0,0.0 | |
| Sundial-Base,32.06896551724138,25.749307386319252,0.0,7.81832079433529,0.0,0.0 | |
| PatchTST,29.741379310344833,17.866358236369507,21.185337766397538,0.1847694522352561,0.0,0.0 | |
| AutoTheta,29.3103448275862,19.31393349762639,0.0,0.7348429386640081,0.0,0.0 | |
| AutoETS,25.17241379310345,-30.072080438930016,0.0,0.9657106988235296,0.0,0.0 | |
| CatBoost,23.965517241379306,18.810374229704784,7.662785978178928,0.011616579748484884,0.0,0.0 | |
| DeepAR,23.534482758620687,17.74409557595822,44.659765654105904,0.28546713782555877,0.0,0.0 | |
| LightGBM,20.344827586206893,18.765037629801505,0.26506731755335194,0.010741697363488428,0.0,0.0 | |
| Seasonal Naive,12.758620689655173,0.0,0.0,0.05308108599394874,0.0,0.0 | |
| Naive,8.706896551724135,-24.7653188720226,0.0,0.0535392465017203,0.0,0.0 | |
| Drift,2.7586206896551726,-28.889461387600647,0.0,0.04794415526692477,0.0,0.0 | |