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Benchmarks
Contextual Bandit on OpenML Adult T=10,000
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1,538.7
Cumulative Regret (Mean)
BFTS
1,441.06
2,100.13
2,759.2
3,418.27
Feb 8, 2026
Cumulative Regret (Mean)
Cumulative Regret (SD)
Updated 4d ago
Evaluation Results
Method
Method
Links
Cumulative Regret (Mean)
Cumulative Regret (SD)
BFTS
Evaluation Source=Curr...
2026.02
1,538.7
41.2
XGBoostTS
Evaluation Source=Curr...
2026.02
1,557
37.3
RFTS
Evaluation Source=Curr...
2026.02
1,625.3
41.8
LinTS
Evaluation Source=Curr...
2026.02
1,756.4
100.9
LinUCB
Evaluation Source=Curr...
2026.02
1,771.7
22.4
NeuralTS
Evaluation Source=Zhan...
2026.02
2,092.5
48
NeuralTS
Evaluation Source=Curr...
2026.02
3,979.7
1,684.3
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