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Benchmarks
Contextual Bandit Simulation on Friedman Sparse
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814.2
Final Cumulative Regret
BFTS
1.448
5,487.524
10,973.6
16,459.676
Feb 8, 2026
Final Cumulative Regret
Updated 4d ago
Evaluation Results
Method
Method
Links
Final Cumulative Regret
BFTS
Avg. rank=1.63
2026.02
814.2
XGBoostTS
Avg. rank=3.13
2026.02
2,634.2
RFTS
Avg. rank=3.88
2026.02
2,737
NeuralTS
Avg. rank=3
2026.02
7,858.9
LinTS
Avg. rank=4.38
2026.02
8,721.9
LinUCB
Avg. rank=5
2026.02
21,133
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