# Global resource management and long-term strategic planning on Melee Simple64 Lv.2 (Easy)

Source: [Global resource management and long-term strategic planning on Melee Simple64 Lv.2 (Easy)](<https://www.sota2.com/research/sota/global-resource-management-and-long-term-strategic-planning-on-melee-simple64-lv-2-easy>)

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

Data updated: 2026-03-26T13:47:28.689Z

Evaluation of agent performance on global resource management and long-term strategic planning within the Melee Simple64 Lv.2 (Easy) environment, measured by Win rate (%) and Average episode time.

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 | Global resource management and long-term strategic planning |
| Dataset (including any stated split) | Melee Simple64 Lv.2 (Easy) |
| Metric | Win Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/global-resource-management-and-long-term-strategic-planning-on-melee-simple64-lv-2-easy.md?metric=Win%20Rate>): Higher is better; unit: PERCENT.

- [Average Episode Time (min)](<https://www.sota2.com/research/sota/global-resource-management-and-long-term-strategic-planning-on-melee-simple64-lv-2-easy.md?metric=Average%20Episode%20Time%20(min)>): Lower is better; unit: TIME.

## Recorded results

| Method | Win Rate | Result date | Report paper |
| --- | --- | --- | --- |
| SEMA | 100 | Not recorded | 69c4bd7c0636e5bf4afc756b |
| HIMA | 85 | Not recorded | 69c4bd7c0636e5bf4afc756b |
| TextStarCraft | 81 | Not recorded | 69c4bd7c0636e5bf4afc756b |
| Single-LLM | 69 | Not recorded | 69c4bd7c0636e5bf4afc756b |
| Rule-Based | 59 | Not recorded | 69c4bd7c0636e5bf4afc756b |
| Random | 0 | Not recorded | 69c4bd7c0636e5bf4afc756b |

### SEMA

Win Rate: 100. Result ID: 69c5380947f34ce924aedd8c.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### HIMA

Win Rate: 85. Result ID: 69c5380947f34ce924aedd8b.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a871e209131cea83b75.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TextStarCraft

Win Rate: 81. Result ID: 69c5380947f34ce924aedd8a.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb61e209131cea41b33.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Single-LLM

Win Rate: 69. Result ID: 69c5380947f34ce924aedd89.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Rule-Based

Win Rate: 59. Result ID: 69c5380947f34ce924aedd88.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Random

Win Rate: 0. Result ID: 69c5380947f34ce924aedd87.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bd7c0636e5bf4afc756b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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