Multi-agent coordination

Benchmarks

Dataset Name	SOTA Method	Metric
TrafficJunction-Large (TJ-L) ablation (test)		Task Success Rate67	24	20d ago
TrafficJunction Small ablation (test)	J-M	Task Success Rate1	24	20d ago
PredatorPrey-Diagonal (PP-D) ablation (test)		Task Score4.19	24	20d ago
PredatorPrey-Orthogonal (PP-O) (ablation test)		Task Score (PP-O Ablation)4.5	24	20d ago
Navigation ablation Clean (test)		Task Metric Value2.43	24	20d ago
2-Lane Oval Highway	RSR-RSMARL	Collisions0	24	20d ago
3-Lane Highway	RSR-RSMARL	Collisions0	24	20d ago
Hallway 4x5x6		Average Win Rate100	24	2mo ago
SMAC 1o10b_vs_1r	CroMAC	Win Rate65	16	2mo ago
TJ slow	CroMAC	Average Win Rate46	16	2mo ago
LBF 3p-1f	AME	Average Win Rate77	16	2mo ago
Sentinel Challenge 10 Patrolling Sentinels	RoCo	Success Rate38.1	13	7d ago
Sentinel Challenge 10 Stationary Sentinels	CoSaR	Success Rate53.57	13	7d ago
Overcooked-AI Pipeline 2-agent	HAPPO+IS	Mean Reward307.7	12	16d ago
Overcooked Coord. Ring		Average Return41.3	10	15d ago
XOR game Generalization: Train n=2, k=3; Eval n=3, k=3	MAPPO	Success Rate (Greedy Policy)0	10	23d ago
XOR game n=k=2 (train eval)		Success Rate (Greedy Policy pi*)100	10	23d ago
SMAC Zerg 5v5 v2	CommFormer	Median Win Rate39	10	28d ago
SMAC Terran 5v5 v2	COMPASS (G-4o)	Median Win Rate39	10	28d ago
Overcooked-AI	Agents	Coordination Ring Score122.3	10	2mo ago
SMAC Zerg 5v6 v2	QMIX	Median Win Rate18	9	28d ago
SMAC Terran 5v6 v2	COMPASS (G-4o)	Median Win Rate10	9	28d ago
SMAC Protoss 5v6 v2	COMPASS (G-4o)	Median Win Rate8	9	28d ago
SMAC Protoss 5v5 v2	COMPASS (G-4o)	Median Win Rate57	9	28d ago
Overcooked Overall	CooT	Return68.79	8	15d ago

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