# Game Playing on Balatro Out-of-distribution seeds Source: [Game Playing on Balatro Out-of-distribution seeds]() Collection index: [llms.txt]() Data updated: 2026-05-26T08:48:30.839Z Evaluation of agents performing Game Playing tasks on the Balatro Out-of-distribution seeds dataset, measured by capped mean final round and completion 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 | Game Playing | | Dataset (including any stated split) | Balatro Out-of-distribution seeds | | Metric | Capped Mean Final Round | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Capped Mean Final Round](): Higher is better; unit: SCALAR. - [Completion Rate](): Higher is better; unit: SCALAR. ## Recorded results | Method | Capped Mean Final Round | Result date | Report paper | | --- | --- | --- | --- | | DemoEvolve | 24 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 21 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 20 | Not recorded | 6a152932dbd7150506f7dff8 | | DemoEvolve | 20 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 19 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 17 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 16.83 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 16.33 | Not recorded | 6a152932dbd7150506f7dff8 | | DemoEvolve | 16 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 14 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 13.7 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 12.7 | Not recorded | 6a152932dbd7150506f7dff8 | ### DemoEvolve Capped Mean Final Round: 24. Result ID: 6a155dcdfbc373592c0cdab7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"E"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 21. Result ID: 6a155dcdfbc373592c0cdaae. [Reporting paper]() Recorded evaluation configuration: {"Seed":"E"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 20. Result ID: 6a155dcdfbc373592c0cdab4. [Reporting paper]() Recorded evaluation configuration: {"Seed":"E"}. This record does not assert independent reproduction. ### DemoEvolve Capped Mean Final Round: 20. Result ID: 6a155dcdfbc373592c0cdab8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregate":"OOD Average"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 19. Result ID: 6a155dcdfbc373592c0cdab1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"E"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 17. Result ID: 6a155dcdfbc373592c0cdab5. [Reporting paper]() Recorded evaluation configuration: {"Aggregate":"OOD Average"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 16.83. Result ID: 6a155dcdfbc373592c0cdaaf. [Reporting paper]() Recorded evaluation configuration: {"Aggregate":"OOD Average"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 16.33. Result ID: 6a155dcdfbc373592c0cdab2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregate":"OOD Average"}. This record does not assert independent reproduction. ### DemoEvolve Capped Mean Final Round: 16. Result ID: 6a155dcdfbc373592c0cdab6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"D"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 14. Result ID: 6a155dcdfbc373592c0cdab3. [Reporting paper]() Recorded evaluation configuration: {"Seed":"D"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 13.7. Result ID: 6a155dcdfbc373592c0cdab0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"D"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 12.7. Result ID: 6a155dcdfbc373592c0cdaad. [Reporting paper]() Recorded evaluation configuration: {"Seed":"D"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.