ResearchBenchmarksContextual Bandit Simulation on Friedman 2Contextual Bandit Simulation on Friedman 2Follow134.6Final Cumulative RegretNeuralTS96.612353.031609.45865.869Feb 8, 2026Evaluation resultsMethodMethodLinksFinal Cumulative RegretNeuralTSAvg. rank=3Avg. rank=32026.02134.6BFTSAvg. rank=1.63Avg. rank=1.632026.02377.4LinTSAvg. rank=4.38Avg. rank=4.382026.02605.6LinUCBAvg. rank=5Avg. rank=52026.02777.7XGBoostTSAvg. rank=3.13Avg. rank=3.132026.02793.9RFTSAvg. rank=3.88Avg. rank=3.882026.021,084.3