# 3s vs 5z on SMAC

Source: [3s vs 5z on SMAC](<https://www.sota2.com/research/sota/3s-vs-5z-on-smac>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:08:51.500Z

Evaluation of performance on the 3s vs 5z scenario within the SMAC environment, typically measured by Win Rate.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | 3s vs 5z |
| Dataset (including any stated split) | SMAC |
| Metric | Win Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Win Rate](<https://www.sota2.com/research/sota/3s-vs-5z-on-smac.md?metric=Win%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Win Rate | Result date | Report paper |
| --- | --- | --- | --- |
| MAT | 100 | Not recorded | 68fa6dc61e209131cea3c18c |
| MAT-Dec | 100 | Not recorded | 68fa6dc61e209131cea3c18c |
| MAPPO | 100 | Not recorded | 68fa6dc61e209131cea3c18c |
| QMIX | 92.3 | Not recorded | 68fa6dc61e209131cea3c18c |
| HAPPO | 91.9 | Not recorded | 68fa6dc61e209131cea3c18c |

### MAT

Win Rate: 100. Result ID: 698fe9273a6c314849fcba41.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Implementation](<https://github.com/PKU-MARL/Multi-Agent-Transformer.>)

Recorded evaluation configuration: {"Difficulty":"Hard","Steps":"5e6"}. This record does not assert independent reproduction.

### MAT-Dec

Win Rate: 100. Result ID: 698fe9273a6c314849fcba42.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Implementation](<https://github.com/PKU-MARL/Multi-Agent-Transformer.>)

Recorded evaluation configuration: {"Difficulty":"Hard","Steps":"5e6"}. This record does not assert independent reproduction.

### MAPPO

Win Rate: 100. Result ID: 698fe9273a6c314849fcba43.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ddd1e209131cea3c8e0.md>)

[Implementation](<https://github.com/marlbenchmark/on-policy>)

Recorded evaluation configuration: {"Difficulty":"Hard","Steps":"5e6"}. This record does not assert independent reproduction.

### QMIX

Win Rate: 92.3. Result ID: 698fe9273a6c314849fcba45.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64671e209131cea046e9.md>)

Recorded evaluation configuration: {"Difficulty":"Hard","Steps":"5e6"}. This record does not assert independent reproduction.

### HAPPO

Win Rate: 91.9. Result ID: 698fe9273a6c314849fcba44.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c18c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c331e209131cea32c53.md>)

Recorded evaluation configuration: {"Difficulty":"Hard","Steps":"5e6"}. This record does not assert independent reproduction.

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