# Mathematical Reasoning on AIME 2025 (Acc %, Tokens) Source: [Mathematical Reasoning on AIME 2025 (Acc %, Tokens)]() Collection index: [llms.txt]() Data updated: 2026-04-02T08:32:59.837Z Evaluation of model performance on the American Invitational Mathematics Examination (AIME) 2025 dataset, reporting general accuracy percentage and total tokens generated or used. 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) | AIME 2025 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 29 of 29 | | 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. - [Total Tokens](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | RAG | 86.67 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT-SC | 80 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT-SC | 80 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT | 80 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT | 73.33 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT + TI | 66.67 | Not recorded | 68fa7ba81e209131cea89b29 | | RAG | 66.67 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT-SC | 66.67 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT + TI | 66.67 | Not recorded | 68fa7ba81e209131cea89b29 | | RAG | 60 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT | 60 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT | 60 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT | 60 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT | 53.33 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT + TI | 53.33 | Not recorded | 68fa7ba81e209131cea89b29 | | BoT | 33.33 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT | 26.67 | Not recorded | 68fa7ba81e209131cea89b29 | | RAG | 26.67 | Not recorded | 68fa7ba81e209131cea89b29 | | BoT | 26.67 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT-SC | 20 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT | 20 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT + TI | 20 | Not recorded | 68fa7ba81e209131cea89b29 | | RAG | 13.33 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT-SC | 13.33 | Not recorded | 68fa7ba81e209131cea89b29 | | BoT | 13.33 | Not recorded | 68fa7ba81e209131cea89b29 | | CoT | 6.67 | Not recorded | 68fa7ba81e209131cea89b29 | | BoT | 6.67 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT | 6.67 | Not recorded | 68fa7ba81e209131cea89b29 | | RoT + TI | 6.67 | Not recorded | 68fa7ba81e209131cea89b29 | ### RAG Accuracy: 86.67. Result ID: 69ce284547f34ce924b74670. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### CoT-SC Accuracy: 80. Result ID: 69ce284547f34ce924b74666. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### CoT-SC Accuracy: 80. Result ID: 69ce284547f34ce924b7466c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### RoT Accuracy: 80. Result ID: 69ce284547f34ce924b74672. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### CoT Accuracy: 73.33. Result ID: 69ce284547f34ce924b7466f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### RoT + TI Accuracy: 66.67. Result ID: 69ce284547f34ce924b74668. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### RAG Accuracy: 66.67. Result ID: 69ce284547f34ce924b7466a. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### CoT-SC Accuracy: 66.67. Result ID: 69ce284547f34ce924b74671. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### RoT + TI Accuracy: 66.67. Result ID: 69ce284547f34ce924b74673. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-14B"}. This record does not assert independent reproduction. ### RAG Accuracy: 60. Result ID: 69ce284547f34ce924b74664. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### RoT Accuracy: 60. Result ID: 69ce284547f34ce924b74667. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### CoT Accuracy: 60. Result ID: 69ce284547f34ce924b74669. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### RoT Accuracy: 60. Result ID: 69ce284547f34ce924b7466d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### CoT Accuracy: 53.33. Result ID: 69ce284547f34ce924b74663. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### RoT + TI Accuracy: 53.33. Result ID: 69ce284547f34ce924b7466e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### BoT Accuracy: 33.33. Result ID: 69ce284547f34ce924b7466b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### CoT Accuracy: 26.67. Result ID: 69ce284547f34ce924b7465d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-1.7B"}. This record does not assert independent reproduction. ### RAG Accuracy: 26.67. Result ID: 69ce284547f34ce924b7465e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-1.7B"}. This record does not assert independent reproduction. ### BoT Accuracy: 26.67. Result ID: 69ce284547f34ce924b74665. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### CoT-SC Accuracy: 20. Result ID: 69ce284547f34ce924b74660. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-1.7B"}. This record does not assert independent reproduction. ### RoT Accuracy: 20. Result ID: 69ce284547f34ce924b74661. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-1.7B"}. This record does not assert independent reproduction. ### RoT + TI Accuracy: 20. Result ID: 69ce284547f34ce924b74662. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-1.7B"}. This record does not assert independent reproduction. ### RAG Accuracy: 13.33. Result ID: 69ce284547f34ce924b74658. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### CoT-SC Accuracy: 13.33. Result ID: 69ce284547f34ce924b7465a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### BoT Accuracy: 13.33. Result ID: 69ce284547f34ce924b7465f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-1.7B"}. This record does not assert independent reproduction. ### CoT Accuracy: 6.67. Result ID: 69ce284547f34ce924b74657. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### BoT Accuracy: 6.67. Result ID: 69ce284547f34ce924b74659. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### RoT Accuracy: 6.67. Result ID: 69ce284547f34ce924b7465b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. ### RoT + TI Accuracy: 6.67. Result ID: 69ce284547f34ce924b7465c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-0.6B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.