Metric: Median Win Rate (higher is better)
| # | Model↕ | Median Win Rate▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DMIX | 90 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 2 | QMIX | 75 | No | QMIX: Monotonic Value Function Factorisation for... | 2018-03-30 | Code |
| 3 | DRIMA | 60 | No | - | - | - |
| 4 | QTRAN | 5 | No | QTRAN: Learning to Factorize with Transformation... | 2019-05-14 | Code |
| 5 | VDN | 5 | No | Value-Decomposition Networks For Cooperative Mul... | 2017-06-16 | Code |
| 6 | MASAC | 0 | No | - | - | Code |
| 7 | COMA | 0 | No | - | - | Code |
| 8 | IQL | 0 | No | - | - | Code |
| 9 | DDN | 0 | No | - | - | Code |
| 10 | DIQL | 0 | No | - | - | Code |