| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Heterogeneous Cloud Scheduling 40 scenarios (test) | DG-PG | Best Checkpoint Reward-40.5 | 18 | 1mo ago | |
| SustainGym BuildingEnv climatic and seasonal shifts | robust QTRAN | Normalized Episodic Returns73.3 | 12 | 1mo ago | |
| SustainGym BuildingEnv season_2 (test) | robust QMIX | Normalized Episodic Return91.6 | 12 | 1mo ago | |
| SMAC 3s5z map | QMIX | Return18.7 | 11 | 9d ago | |
| SMAC 5m_vs_6m map | QMIX | Return19.1 | 11 | 9d ago | |
| SMAC 8m map | KD-MARL | Return17.8 | 11 | 9d ago | |
| SMAC 3m map | Return19.8 | 11 | 9d ago | ||
| SMAC 3s5z_vs_3s6z (SH) | AlberDICE | Mean Success Rate63 | 6 | 1mo ago | |
| SMAC 8m_vs_9m Hard | AlberDICE | Mean Success Rate0.67 | 6 | 1mo ago | |
| SMAC 6hvs8z SH | AlberDICE | Mean Success Rate21 | 6 | 1mo ago | |
| SMAC Corridor (SH) | AlberDICE | Mean Success Rate98 | 6 | 1mo ago | |
| SMAC 5m_vs_6m Hard | AlberDICE | Mean Success Rate0.24 | 6 | 1mo ago | |
| SMAC 3s5z Hard | AlberDICE | Mean Success Rate47 | 6 | 1mo ago | |
| 310 random 3x3 matrix games | QTRAN-base | Count: QTRAN=VDN=QMIX114 | 3 | 1mo ago | |
| Cooperative MARL | - | - | 0 | 1mo ago |
