Contextual Bandit
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1,488.2Final Cumulative Regret
13
Feb 26, 2026
38.54Relative Cumulative Regret
9
Feb 26, 2026
74.62Relative Cumulative Regret
9
Feb 26, 2026
61.02Relative Cumulative Regret
9
Feb 26, 2026
5.26Relative Cumulative Regret
9
Feb 26, 2026
27.46Relative Cumulative Regret
9
Feb 26, 2026
0.6Relative Cumulative Regret
9
Feb 26, 2026
2.2Relative Cumulative Regret
9
Feb 26, 2026
86.03Normalized Cumulative Regret
9
Feb 26, 2026
63.3Normalized Cumulative Regret
9
Feb 26, 2026
36.54Normalized Cumulative Regret
9
Feb 26, 2026
13.72Normalized Cumulative Regret
9
Feb 26, 2026
12.49Normalized Cumulative Regret
9
Feb 26, 2026
2,984.8Adult Score
7
May 12, 2026
106.9Cumulative Regret (Mean)
7
Feb 26, 2026
53.9Mean Cumulative Regret
7
Feb 26, 2026
1,538.7Cumulative Regret (Mean)
7
Feb 26, 2026
1Regret Scaling
6
May 12, 2026
266.3Final Cumulative Regret
6
Feb 26, 2026
1,700.7Cumulative Regret
6
Feb 26, 2026
481.2Final Cumulative Regret
6
Feb 26, 2026
2,132.3Final Cumulative Regret
6
Feb 26, 2026
3,480Final Cumulative Regret
6
Feb 26, 2026
106.9Final Cumulative Regret
6
Feb 26, 2026
53.9Final Regret
6
Feb 26, 2026