POMDP Planning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
6.05Mean Return
30
May 19, 2026
20.53Expected Return
19
Mar 31, 2026
17.5Return
15
Mar 31, 2026
8.018Return
14
Apr 3, 2026
12.31Expected Return
10
Mar 31, 2026
77.4Mean Reward
7
Jun 5, 2026
61.1Mean Reward
7
Jun 5, 2026
14.1Mean Reward
6
Jun 5, 2026
4.5Returns
6
Mar 31, 2026
6.8Returns
6
Mar 31, 2026
9.2Returns
6
Mar 31, 2026
8Returns
6
Mar 31, 2026
11.2Returns
6
Mar 31, 2026
14.5Returns
6
Mar 31, 2026
4.8Returns
6
Mar 31, 2026
12.5Return
6
Mar 31, 2026
18Return
6
Mar 31, 2026
29.3Mean Reward
5
Jun 5, 2026
19.09Expected Return
5
Mar 17, 2026
21.57Expected Return
5
Mar 17, 2026
36Mean Reward
4
Jun 5, 2026
2.07Expected Return
4
Mar 17, 2026
3.74Expected Return
4
Mar 17, 2026
16.72ICVaR
4
Feb 26, 2026
12.47ICVaR
4
Feb 26, 2026