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Benchmarks
Contextual Bandit Simulation on Friedman Heteroscedastic
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715.5
Cumulative Regret
BFTS
-306.504
6,592.023
13,490.55
20,389.077
Feb 8, 2026
Cumulative Regret
Updated 4d ago
Evaluation Results
Method
Method
Links
Cumulative Regret
BFTS
Avg. rank=1.63
2026.02
715.5
XGBoostTS
Avg. rank=3.13
2026.02
2,417.8
RFTS
Avg. rank=3.88
2026.02
2,601.3
NeuralTS
Avg. rank=3
2026.02
16,299
LinTS
Avg. rank=4.38
2026.02
19,677.9
LinUCB
Avg. rank=5
2026.02
26,265.6
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