Meta-Reinforcement Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
302Average Return
30
Jun 2, 2026
296Average Return
15
Jun 2, 2026
82Average Return
10
Jun 2, 2026
42Average Return
10
Jun 2, 2026
140Average Return
10
Jun 2, 2026
60Average Return
10
Jun 2, 2026
236Average Return
10
Jun 2, 2026
158Average Return
10
Jun 2, 2026
269Average Return
10
Jun 2, 2026
1,024CVaR 0.05 Return
7
Feb 26, 2026
1,697CVaR0.05 Return
7
Feb 26, 2026
1,227CVaR 0.05 Return
7
Feb 26, 2026
935CVaR 0.05 Return
7
Feb 26, 2026
1,259CVaR 0.05 Return
7
Feb 26, 2026
-184CVaR 0.05 Return
7
Feb 26, 2026
0Assembly Success Rate
6
Mar 4, 2026
10Average Return
5
Jun 2, 2026
36Average Return
5
Jun 2, 2026
59Average Return
5
Jun 2, 2026
269Average Return
5
Jun 2, 2026
45Success Rate
5
Feb 26, 2026
6825th Percentile Success Rate
4
Jun 8, 2026
48.7Reach
4
Feb 26, 2026
2,144.3Drawer Open
4
Feb 26, 2026
3,696.9Reach
4
Feb 26, 2026