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Benchmarks
Multi-agent Coordination on Search-and-Rescue Task
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0
Bits per Episode
No Communication
-112,007.2
644,041.4
1,400,090
2,156,138.6
Feb 2, 2026
Bits per Episode
Success Rate
Pareto AUC
P-Value
Updated 4d ago
Evaluation Results
Method
Method
Links
Bits per Episode
Success Rate
Pareto AUC
P-Value
No Communication
2026.02
0
-
0
-
GVQ
2026.02
80,085
-
0.198
-
Scheduled Comm.
2026.02
85,095
-
0.142
-
Random Gating
2026.02
1,400,120
-
0.067
-
Attention Comm.
2026.02
2,200,150
-
0.095
-
Information Bottleneck
2026.02
2,616,200
-
0.083
-
Full Communication
2026.02
2,800,180
-
0.089
-
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