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Multi-Agent Coordination on Pistonball (Varying Agent Counts)
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37.2
Coordination Score
LangMARL
-2.424
7.863
18.15
28.437
Apr 1, 2026
Coordination Score
Updated 17d ago
Evaluation Results
Method
Method
Links
Coordination Score
LangMARL
Category=Ours
2026.04
37.2
TextGrad
Category=Self-Evolving
2026.04
33.5
Reflexion
Category=Self-Evolving
2026.04
23.7
Symbolic
Category=Self-Evolving
2026.04
21.1
DSPy
Category=Self-Evolving
2026.04
20
Agents
Category=Static-Prompting
2026.04
11.6
AutoPE
Category=Self-Evolving
2026.04
5.8
CoT
Category=Static-Prompting
2026.04
-0.9
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