tables/frequency_weekly/leaderboard_SQL.csv

model_name,win_rate,skill_score,median_training_time_s_per100,median_inference_time_s_per100,training_corpus_overlap,num_failures
Chronos-2,89.07563025210085,43.08495823445069,0.0,0.32956550214577657,0.0,0.0
TimesFM-2.5,81.5126050420168,39.40546078196011,0.0,0.2144064880392157,0.11764705882352941,0.0
TiRex,77.7310924369748,38.66421195014754,0.0,0.12932927313725492,0.0,0.0
Chronos-Bolt,68.4873949579832,37.8955057470284,0.0,0.12887287921568627,0.0,0.0
TabPFN-TS,66.80672268907564,40.4501363806809,0.0,22.63179935822034,0.0,0.0
Moirai-2.0,59.66386554621849,35.084488727551175,0.0,0.22658025411764707,0.11764705882352941,0.0
Toto-1.0,59.663865546218474,33.816247574403114,0.0,5.434461828245326,0.0,0.0
Stat. Ensemble,49.99999999999999,26.73938046367741,0.0,25.918509003474572,0.0,0.0
AutoARIMA,41.17647058823529,17.165725601006145,0.0,3.3998517208296395,0.0,0.0
AutoETS,40.33613445378151,-34.43610777026744,0.0,0.47871178898305083,0.0,0.0
Sundial-Base,38.23529411764705,28.13662869222201,0.0,7.870155007102804,0.0,0.0
AutoTheta,27.310924369747898,18.597473231459126,0.0,0.6619522274576272,0.0,0.0
Naive,19.957983193277308,0.0,0.0,0.2594528489051095,0.0,0.0
Seasonal Naive,19.957983193277308,0.0,0.0,0.25224424306569343,0.0,0.0
Drift,10.084033613445378,-0.43479898554135143,0.0,0.253097096350365,0.0,0.0