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Benchmarks
Average Runtime on Synthetic Linear Bandit (K=5000, d=10)
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4.15
Average Runtime (s)
RS-OFUL
-47.6844
302.1978
652.08
1,001.9622
May 31, 2026
Average Runtime (s)
Updated 1d ago
Evaluation Results
Method
Method
Links
Average Runtime (s)
RS-OFUL
Algorithm Class=Subopt...
2026.05
4.15
BLCE
Algorithm Type=Optimal
2026.05
6.19
BLCE-G
Algorithm Type=Optimal
2026.05
9.16
RS-OFUL
Algorithm Type=Suboptimal
2026.05
10.46
SoftBatch
Algorithm Type=Suboptimal
2026.05
12.62
BLCE
Algorithm Class=Optima...
2026.05
12.83
SoftBatch
Algorithm Class=Subopt...
2026.05
15.17
BLCE-G
Algorithm Class=Optima...
2026.05
40.27
BatchLinUCB-DG
Algorithm Type=Suboptimal
2026.05
555.11
BatchLearning
Algorithm Type=Optimal
2026.05
590.69
BatchLearning
Algorithm Class=Optima...
2026.05
621.09
BatchLinUCB-DG
Algorithm Class=Subopt...
2026.05
1,300.01
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