# Mathematical Reasoning on MATH (test) (Sub-category Scores) Source: [Mathematical Reasoning on MATH (test) (Sub-category Scores)]() Collection index: [llms.txt]() Data updated: 2026-05-27T09:32:05.105Z Evaluation of model performance on the test split of the MATH dataset, reporting accuracy scores across specific mathematical domains (Algebra, Geometry, Number Theory, etc.). 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 (test) | | Metric | Algebra Accuracy | | 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 - [Algebra Accuracy](): Higher is better; unit: PERCENT. - [Counting & Probability Accuracy](): Higher is better; unit: PERCENT. - [Geometry Accuracy](): Higher is better; unit: PERCENT. - [Intermediate Algebra Accuracy](): Higher is better; unit: PERCENT. - [Number Theory Accuracy](): Higher is better; unit: PERCENT. - [Pre-algebra Accuracy](): Higher is better; unit: PERCENT. - [Precalculus Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Algebra Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SID-v | 94 | Not recorded | 68fa7bed1e209131cea8b588 | | SID-c | 94 | Not recorded | 68fa7bed1e209131cea8b588 | | DMAD | 91 | Not recorded | 68fa7bed1e209131cea8b588 | | COT | 85 | Not recorded | 68fa7bed1e209131cea8b588 | | IO | 85 | Not recorded | 68fa7bed1e209131cea8b588 | | Self-Contrast | 84 | Not recorded | 68fa7bed1e209131cea8b588 | | Self-Consistency | 75 | Not recorded | 68fa7bed1e209131cea8b588 | | SID-v | 67 | Not recorded | 68fa7bed1e209131cea8b588 | | SID-c | 67 | Not recorded | 68fa7bed1e209131cea8b588 | | IO | 65 | Not recorded | 68fa7bed1e209131cea8b588 | | SBP | 65 | Not recorded | 68fa7bed1e209131cea8b588 | | COT | 61 | Not recorded | 68fa7bed1e209131cea8b588 | | MAD | 61 | Not recorded | 68fa7bed1e209131cea8b588 | | Self-Consistency | 58 | Not recorded | 68fa7bed1e209131cea8b588 | | DMAD | 55 | Not recorded | 68fa7bed1e209131cea8b588 | | Self-Contrast | 54 | Not recorded | 68fa7bed1e209131cea8b588 | | SBP | 46 | Not recorded | 68fa7bed1e209131cea8b588 | ### SID-v Algebra Accuracy: 94. Result ID: 6a16ba04fbc373592c1039fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### SID-c Algebra Accuracy: 94. Result ID: 6a16ba04fbc373592c1039fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### DMAD Algebra Accuracy: 91. Result ID: 6a16ba04fbc373592c1039fc. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### COT Algebra Accuracy: 85. Result ID: 6a16ba04fbc373592c1039f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### IO Algebra Accuracy: 85. Result ID: 6a16ba04fbc373592c1039f8. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### Self-Contrast Algebra Accuracy: 84. Result ID: 6a16ba04fbc373592c1039fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### Self-Consistency Algebra Accuracy: 75. Result ID: 6a16ba04fbc373592c1039fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### SID-v Algebra Accuracy: 67. Result ID: 6a16ba04fbc373592c1039f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### SID-c Algebra Accuracy: 67. Result ID: 6a16ba04fbc373592c1039f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### IO Algebra Accuracy: 65. Result ID: 6a16ba04fbc373592c1039ef. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### SBP Algebra Accuracy: 65. Result ID: 6a16ba04fbc373592c1039f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-OSS-20B"}. This record does not assert independent reproduction. ### COT Algebra Accuracy: 61. Result ID: 6a16ba04fbc373592c1039ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### MAD Algebra Accuracy: 61. Result ID: 6a16ba04fbc373592c1039f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### Self-Consistency Algebra Accuracy: 58. Result ID: 6a16ba04fbc373592c1039f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### DMAD Algebra Accuracy: 55. Result ID: 6a16ba04fbc373592c1039f4. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### Self-Contrast Algebra Accuracy: 54. Result ID: 6a16ba04fbc373592c1039f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. ### SBP Algebra Accuracy: 46. Result ID: 6a16ba04fbc373592c1039f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA3.1-8B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.