Metric: Median Win Rate (higher is better)
| # | Model↕ | Median Win Rate▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DRIMA | 100 | No | - | - | - |
| 2 | VDN | 96.9 | No | Value-Decomposition Networks For Cooperative Mul... | 2017-06-16 | Code |
| 3 | QTRAN | 93.8 | No | QTRAN: Learning to Factorize with Transformation... | 2019-05-14 | Code |
| 4 | MADDPG | 90.6 | No | Multi-Agent Actor-Critic for Mixed Cooperative-C... | 2017-06-07 | Code |
| 5 | DMIX | 81.3 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 6 | DDN | 71.9 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 7 | DIQL | 53.1 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 8 | IQL | 9.4 | No | The StarCraft Multi-Agent Challenges+ : Learning... | 2022-07-05 | Code |
| 9 | COMA | 0 | No | - | - | Code |
| 10 | QMIX | 0 | No | - | - | Code |
| 11 | MASAC | 0 | No | - | - | Code |