# Mathematical Reasoning on OlympiadBench (Accuracy, Think ↓, Route%) Source: [Mathematical Reasoning on OlympiadBench (Accuracy, Think ↓, Route%)]() Collection index: [llms.txt]() Data updated: 2026-06-23T12:18:51.702Z Evaluation of model performance on mathematical reasoning problems using the OlympiadBench dataset, measured by Accuracy, Think ↓ rate, and Route%. 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) | OlympiadBench | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Think Rate (↓)](): Lower is better; unit: PERCENT. - [Route %](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AT | 71.5 | Not recorded | 6a3a13b9206542251d7c78ca | | SC-Route | 70.4 | Not recorded | 6a3a13b9206542251d7c78ca | | DART | 69.8 | Not recorded | 6a3a13b9206542251d7c78ca | | DART | 69.1 | Not recorded | 6a3a13b9206542251d7c78ca | | SC-Route | 67.1 | Not recorded | 6a3a13b9206542251d7c78ca | | AT | 66.1 | Not recorded | 6a3a13b9206542251d7c78ca | | NT | 63.6 | Not recorded | 6a3a13b9206542251d7c78ca | | SC-Route | 62 | Not recorded | 6a3a13b9206542251d7c78ca | | DART | 62 | Not recorded | 6a3a13b9206542251d7c78ca | | SC-Route | 58.5 | Not recorded | 6a3a13b9206542251d7c78ca | | DART | 58.5 | Not recorded | 6a3a13b9206542251d7c78ca | | AT | 54 | Not recorded | 6a3a13b9206542251d7c78ca | | AT | 53 | Not recorded | 6a3a13b9206542251d7c78ca | | NT | 51.5 | Not recorded | 6a3a13b9206542251d7c78ca | | NT | 50.5 | Not recorded | 6a3a13b9206542251d7c78ca | | NT | 49.8 | Not recorded | 6a3a13b9206542251d7c78ca | ### AT Accuracy: 71.5. Result ID: 6a3a7992fbc373592c38b4d4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### SC-Route Accuracy: 70.4. Result ID: 6a3a7992fbc373592c38b4d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### DART Accuracy: 69.8. Result ID: 6a3a7992fbc373592c38b4d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### DART Accuracy: 69.1. Result ID: 6a3a7992fbc373592c38b4e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-V3.2","Hosted API":"true"}. This record does not assert independent reproduction. ### SC-Route Accuracy: 67.1. Result ID: 6a3a7992fbc373592c38b4e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-V3.2","Hosted API":"true"}. This record does not assert independent reproduction. ### AT Accuracy: 66.1. Result ID: 6a3a7992fbc373592c38b4e0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-V3.2","Hosted API":"true"}. This record does not assert independent reproduction. ### NT Accuracy: 63.6. Result ID: 6a3a7992fbc373592c38b4df. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-V3.2","Hosted API":"true"}. This record does not assert independent reproduction. ### SC-Route Accuracy: 62. Result ID: 6a3a7992fbc373592c38b4d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### DART Accuracy: 62. Result ID: 6a3a7992fbc373592c38b4da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### SC-Route Accuracy: 58.5. Result ID: 6a3a7992fbc373592c38b4dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-32B"}. This record does not assert independent reproduction. ### DART Accuracy: 58.5. Result ID: 6a3a7992fbc373592c38b4de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-32B"}. This record does not assert independent reproduction. ### AT Accuracy: 54. Result ID: 6a3a7992fbc373592c38b4dc. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-32B"}. This record does not assert independent reproduction. ### AT Accuracy: 53. Result ID: 6a3a7992fbc373592c38b4d8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### NT Accuracy: 51.5. Result ID: 6a3a7992fbc373592c38b4d7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### NT Accuracy: 50.5. Result ID: 6a3a7992fbc373592c38b4db. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-32B"}. This record does not assert independent reproduction. ### NT Accuracy: 49.8. Result ID: 6a3a7992fbc373592c38b4d3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.