# Mathematical Reasoning on MATH-500 (F1) Source: [Mathematical Reasoning on MATH-500 (F1)]() Collection index: [llms.txt]() Data updated: 2026-04-21T11:39:38.710Z Evaluation of model performance on the MATH-500 dataset for Mathematical Reasoning, reporting the F1 score. 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 | Mathematical Reasoning | | Dataset (including any stated split) | MATH-500 | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | 1d | 57 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_uniform | 56 | Not recorded | 69e705007d0172140ec7f178 | | 2d | 55.6 | Not recorded | 69e705007d0172140ec7f178 | | 2d | 54.4 | Not recorded | 69e705007d0172140ec7f178 | | 1d | 53.6 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_uniform | 51.4 | Not recorded | 69e705007d0172140ec7f178 | | 2d | 50.6 | Not recorded | 69e705007d0172140ec7f178 | | full | 50.4 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_hetero | 50.4 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_hetero | 50 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_uniform | 49.4 | Not recorded | 69e705007d0172140ec7f178 | | 2d | 49 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_hetero | 48.6 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_hetero | 48 | Not recorded | 69e705007d0172140ec7f178 | | 2d\_uniform | 47.4 | Not recorded | 69e705007d0172140ec7f178 | | 1d | 40.6 | Not recorded | 69e705007d0172140ec7f178 | | 1d | 16.6 | Not recorded | 69e705007d0172140ec7f178 | ### 1d F1 Score: 57. Result ID: 69e761f447f34ce924ceb99d. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"512"}. This record does not assert independent reproduction. ### 2d\_uniform F1 Score: 56. Result ID: 69e761f447f34ce924ceb9a0. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"256"}. This record does not assert independent reproduction. ### 2d F1 Score: 55.6. Result ID: 69e761f447f34ce924ceb9a3. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"128"}. This record does not assert independent reproduction. ### 2d F1 Score: 54.4. Result ID: 69e761f447f34ce924ceb9a4. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"256"}. This record does not assert independent reproduction. ### 1d F1 Score: 53.6. Result ID: 69e761f447f34ce924ceb99c. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"256"}. This record does not assert independent reproduction. ### 2d\_uniform F1 Score: 51.4. Result ID: 69e761f447f34ce924ceb9a1. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"512"}. This record does not assert independent reproduction. ### 2d F1 Score: 50.6. Result ID: 69e761f447f34ce924ceb9a5. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"512"}. This record does not assert independent reproduction. ### full F1 Score: 50.4. Result ID: 69e761f447f34ce924ceb999. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"Full Cache"}. This record does not assert independent reproduction. ### 2d\_hetero F1 Score: 50.4. Result ID: 69e761f447f34ce924ceb9a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (b)":"128"}. This record does not assert independent reproduction. ### 2d\_hetero F1 Score: 50. Result ID: 69e761f447f34ce924ceb9a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (b)":"512"}. This record does not assert independent reproduction. ### 2d\_uniform F1 Score: 49.4. Result ID: 69e761f447f34ce924ceb99f. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"128"}. This record does not assert independent reproduction. ### 2d F1 Score: 49. Result ID: 69e761f447f34ce924ceb9a2. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"64"}. This record does not assert independent reproduction. ### 2d\_hetero F1 Score: 48.6. Result ID: 69e761f447f34ce924ceb9a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (b)":"64"}. This record does not assert independent reproduction. ### 2d\_hetero F1 Score: 48. Result ID: 69e761f447f34ce924ceb9a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (b)":"256"}. This record does not assert independent reproduction. ### 2d\_uniform F1 Score: 47.4. Result ID: 69e761f447f34ce924ceb99e. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"64"}. This record does not assert independent reproduction. ### 1d F1 Score: 40.6. Result ID: 69e761f447f34ce924ceb99b. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"128"}. This record does not assert independent reproduction. ### 1d F1 Score: 16.6. Result ID: 69e761f447f34ce924ceb99a. [Reporting paper]() Recorded evaluation configuration: {"Budget (b)":"64"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.