# Mathematical Reasoning on AIME25 (Accuracy MV, Accuracy WMV, Required Tokens) Source: [Mathematical Reasoning on AIME25 (Accuracy MV, Accuracy WMV, Required Tokens)]() Collection index: [llms.txt]() Data updated: 2026-07-01T08:01:56.437Z Evaluation of model performance on the AIME 2025 dataset for mathematical reasoning, reporting Mean Value Accuracy (MV), Weighted Mean Value Accuracy (WMV), and the average number of required tokens. 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) | AIME25 | | Metric | Accuracy (MV) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 (MV)](): Higher is better; unit: PERCENT. - [Accuracy (WMV)](): Higher is better; unit: PERCENT. - [Required Tokens](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy (MV) | Result date | Report paper | | --- | --- | --- | --- | | ASC | 83.3 | Not recorded | 6a449f12e0224bd4f49930df | | DeepConf | 83.3 | Not recorded | 6a449f12e0224bd4f49930df | | Flex-Fork-think | 82.4 | Not recorded | 6a449f12e0224bd4f49930df | | DeepConf | 76.3 | Not recorded | 6a449f12e0224bd4f49930df | | Flex-Fork-think | 75.6 | Not recorded | 6a449f12e0224bd4f49930df | | ASC | 75.4 | Not recorded | 6a449f12e0224bd4f49930df | | DeepConf | 69 | Not recorded | 6a449f12e0224bd4f49930df | | Flex-Fork-think | 64.6 | Not recorded | 6a449f12e0224bd4f49930df | | ASC | 62.6 | Not recorded | 6a449f12e0224bd4f49930df | ### ASC Accuracy (MV): 83.3. Result ID: 6a44c97373d097d845bef7a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-8B","branching factor n":"32"}. This record does not assert independent reproduction. ### DeepConf Accuracy (MV): 83.3. Result ID: 6a44c97373d097d845bef7a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-8B","branching factor n":"32"}. This record does not assert independent reproduction. ### Flex-Fork-think Accuracy (MV): 82.4. Result ID: 6a44c97373d097d845bef7a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DeepSeek-8B","branching factor n":"32","seed path length l0":"2,048"}. This record does not assert independent reproduction. ### DeepConf Accuracy (MV): 76.3. Result ID: 6a44c97373d097d845bef7a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Phi-4-RP-14B","branching factor n":"32"}. This record does not assert independent reproduction. ### Flex-Fork-think Accuracy (MV): 75.6. Result ID: 6a44c97373d097d845bef7a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","branching factor n":"32","seed path length l0":"2,048"}. This record does not assert independent reproduction. ### ASC Accuracy (MV): 75.4. Result ID: 6a44c97373d097d845bef7a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","branching factor n":"32"}. This record does not assert independent reproduction. ### DeepConf Accuracy (MV): 69. Result ID: 6a44c97373d097d845bef7a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","branching factor n":"32"}. This record does not assert independent reproduction. ### Flex-Fork-think Accuracy (MV): 64.6. Result ID: 6a44c97373d097d845bef7a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Phi-4-RP-14B","branching factor n":"32","seed path length l0":"2,048"}. This record does not assert independent reproduction. ### ASC Accuracy (MV): 62.6. Result ID: 6a44c97373d097d845bef7a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Phi-4-RP-14B","branching factor n":"32"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.