| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MatGame | NonZero | Score712.4 | 96 | 2mo ago | |
| SMAC (test) | WALL | Win Rate (1c3s5z)100 | 63 | 1mo ago | |
| TREA rdist | MADDPG | Mean Episodic Reward32,421 | 42 | 4mo ago | |
| SMAC v2 (test) | Win Rate (Protoss 5 Units)84 | 35 | 1mo ago | ||
| SMAC | WALL | Win Rate (3m)99.7 | 34 | 1mo ago | |
| MAMuJoCo HalfCheetah Extreme Env v2 (various) | MA-SfBC | Average Return2,757.2 | 24 | 1mo ago | |
| MAMuJoCo HalfCheetah Random Env v2 (various) | DOM2 | Average Return3,178.7 | 24 | 1mo ago | |
| MAMuJoCo HalfCheetah Standard Env v2 (various) | DOM2 | Average Return3,676.6 | 24 | 1mo ago | |
| TrafficJunction Large (TJ-L) | ST | Reward-24.6 | 24 | 2mo ago | |
| TrafficJunction Small (TJ-S) | Reward-1.69 | 24 | 2mo ago | ||
| Predator-Prey Diagonal (PP-D) | Reward36.5 | 24 | 2mo ago | ||
| Predator-Prey Orthogonal (PP-O) | Cumulative Reward41.4 | 24 | 2mo ago | ||
| Navigation | Reward1.38 | 24 | 2mo ago | ||
| Simple Spread N=6 | Collisions0.0107 | 23 | 1mo ago | ||
| Simple Spread N=4 | CG-CMARL | Collisions0.64 | 23 | 1mo ago | |
| Simple Spread N=3 | CG-CMARL | Collisions0.0017 | 23 | 1mo ago | |
| REF rac-dist | DRE-MARL | Mean Episodic Reward6,340 | 21 | 4mo ago | |
| CN rac-dist | DRE-MARL | Mean Episodic Reward888 | 21 | 4mo ago | |
| REF rdist | MADDPG | Mean Episodic Reward-43 | 21 | 4mo ago | |
| CN rdist | DRE-MARL | Mean Episodic Reward-161 | 21 | 4mo ago | |
| TREA rdete | QMIX | Mean Episodic Reward-390 | 21 | 4mo ago | |
| REF rdete | MADDPG | Mean Episodic Reward-44 | 21 | 4mo ago | |
| CN rdete | DRE-MARL | Mean Episodic Reward-154 | 21 | 4mo ago | |
| MPE Predator Prey (Expert) | DOM2 | Mean Episode Return259.1 | 19 | 1mo ago | |
| MPE Predator Prey Medium | DOM2 | Mean Episode Return155.8 | 19 | 1mo ago |
