Metric: Median Win Rate (higher is better)
| # | Model↕ | Median Win Rate▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DDN | 91.48 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 2 | DPLEX | 90.62 | No | A Unified Framework for Factorizing Distribution... | 2023-06-04 | Code |
| 3 | DMIX | 85.45 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 4 | QMIX | 84.77 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 5 | QPLEX | 78.12 | No | A Unified Framework for Factorizing Distribution... | 2023-06-04 | Code |
| 6 | VDN | 63.12 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 7 | QMIX | 49 | No | Monotonic Value Function Factorisation for Deep ... | 2020-03-19 | Code |
| 8 | QMIX | 49 | No | Monotonic Value Function Factorisation for Deep ... | 2020-03-19 | Code |
| 9 | DIQL | 6.02 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 10 | IQL | 2.27 | No | DFAC Framework: Factorizing the Value Function v... | 2021-02-16 | Code |
| 11 | Heuristic | 0 | No | - | - | Code |