tables/domain_econ/leaderboard_SQL.csv

model_name,win_rate,skill_score,median_training_time_s_per100,median_inference_time_s_per100,training_corpus_overlap,num_failures
TiRex,87.5,38.16787226217255,0.0,0.16472977363175062,0.0,0.0
Chronos-2,85.83333333333334,37.73601252203713,0.0,0.14791438772454144,0.0,0.0
Stat. Ensemble,81.66666666666667,37.119576639717835,0.0,73.43481351955408,0.0,0.0
FlowState,75.0,35.273957411546085,0.0,0.8205954025996205,0.16666666666666666,0.0
TabPFN-TS,68.33333333333333,35.173459448094114,0.0,52.326198869129215,0.0,0.0
Toto-1.0,67.91666666666667,33.496371356107844,0.0,5.0937543479594325,0.16666666666666666,0.0
AutoETS,67.5,29.18586393990128,0.0,1.5253584038361796,0.0,0.0
TimesFM-2.5,61.66666666666666,32.772070331944484,0.0,0.3095206282094962,0.16666666666666666,0.0
Chronos-Bolt,57.08333333333334,31.81815534740079,0.0,0.1587546411616528,0.0,0.0
AutoARIMA,56.666666666666664,31.72145242450589,0.0,6.5345976113161015,0.0,0.0
Moirai-2.0,49.58333333333333,29.079628766325204,0.0,0.21986280235955058,0.16666666666666666,0.0
AutoTheta,48.33333333333334,29.61896808086114,0.0,0.9578271612919038,0.0,0.0
Drift,47.083333333333336,25.58270375016218,0.0,0.4198026182352941,0.0,0.0
DeepAR,43.749999999999986,25.12762288287479,546.7685936688092,0.18274403532732447,0.0,0.0
LightGBM,34.166666666666664,24.325044506495818,0.20454036927361854,0.03409663050126502,0.0,0.0
CatBoost,27.916666666666668,23.419716355230047,3.42108969184492,0.03905346701454776,0.0,0.0
PatchTST,25.416666666666664,16.930294384775955,310.3190003231231,0.1605401314516129,0.0,0.0
Sundial-Base,20.0,14.510260955147846,0.0,8.00438149490214,0.0,0.0
Naive,17.91666666666667,11.510640002523509,0.0,0.46331807906862743,0.0,0.0
TFT,17.5,9.329379481293765,445.02348117965687,0.18857640938013914,0.0,0.0
Seasonal Naive,9.166666666666664,0.0,0.0,0.41450250024509805,0.0,0.0