ResearchBenchmarksContextual Bandit Simulation on Friedman Sparse and DisjointContextual Bandit Simulation on Friedman Sparse and DisjointFollow660.1Final Cumulative RegretBFTS277.742,858.675,439.68,020.53Feb 8, 2026Evaluation resultsMethodMethodLinksFinal Cumulative RegretBFTSAvg. rank=1.63Avg. rank=1.632026.02660.1NeuralTSAvg. rank=3Avg. rank=32026.021,444.7XGBoostTSAvg. rank=3.13Avg. rank=3.132026.025,010.1RFTSAvg. rank=3.88Avg. rank=3.882026.027,625.3LinTSAvg. rank=4.38Avg. rank=4.382026.028,221.9LinUCBAvg. rank=5Avg. rank=52026.0210,219.1