Multi-Agent Reinforcement Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
87.6Win Rate
5
Mar 4, 2026
84.6Win Rate
5
Mar 4, 2026
76.8Win Rate
5
Mar 4, 2026
92.7Win Rate
5
Mar 4, 2026
29.8Win Rate
5
Mar 4, 2026
80.4Win Rate
5
Mar 4, 2026
77.3Win Rate
5
Mar 4, 2026
97.3Win Rate
5
Mar 4, 2026
89.1Win Rate
5
Mar 4, 2026
96.2Win Rate
5
Mar 4, 2026
96.1Win Rate
5
Mar 4, 2026
93.1Win Rate
5
Mar 4, 2026
100Win Rate
5
Feb 26, 2026
99Test Win Rate
5
Feb 26, 2026
97Test Win Rate
5
Feb 26, 2026
99Win Rate
5
Feb 26, 2026
95.9Success Rate (SR)
4
Jul 7, 2026
89.4Normalized Score
4
Jun 11, 2026
84.5Normalized Score
4
Jun 11, 2026
42.7Normalized Score
4
Jun 11, 2026
444Mean Episode Return
4
Jun 11, 2026
439.6Mean Episode Return
4
Jun 11, 2026
295.6Mean Episode Return
4
Jun 11, 2026
302.1Mean Episode Return
4
Jun 11, 2026
304.5Mean Episode Return
4
Jun 11, 2026