# Global resource management and long-term strategic planning on Melee Flat64 Easy Lv.2 Source: [Global resource management and long-term strategic planning on Melee Flat64 Easy Lv.2]() Collection index: [llms.txt]() Data updated: 2026-03-26T13:47:28.625Z Evaluation of agent performance on global resource management and long-term strategic planning within the Melee Flat64 Easy Lv.2 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 Flat64 Easy Lv.2 | | 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](): Higher is better; unit: PERCENT. - [Average Episode Time (min)](): Lower is better; unit: TIME. ## Recorded results | Method | Win Rate | Result date | Report paper | | --- | --- | --- | --- | | SEMA | 94 | Not recorded | 69c4bd7c0636e5bf4afc756b | | HIMA | 89 | Not recorded | 69c4bd7c0636e5bf4afc756b | | TextStarCraft | 82 | Not recorded | 69c4bd7c0636e5bf4afc756b | | Single-LLM | 70 | Not recorded | 69c4bd7c0636e5bf4afc756b | | Rule-Based | 56 | Not recorded | 69c4bd7c0636e5bf4afc756b | | Random | 0 | Not recorded | 69c4bd7c0636e5bf4afc756b | ### SEMA Win Rate: 94. Result ID: 69c5380947f34ce924aedd80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HIMA Win Rate: 89. Result ID: 69c5380947f34ce924aedd7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TextStarCraft Win Rate: 82. Result ID: 69c5380947f34ce924aedd7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Single-LLM Win Rate: 70. Result ID: 69c5380947f34ce924aedd7d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rule-Based Win Rate: 56. Result ID: 69c5380947f34ce924aedd7c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Random Win Rate: 0. Result ID: 69c5380947f34ce924aedd7b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.