# Mathematical Reasoning on AIME 25 2025 (Pass@128, Avg@128) Source: [Mathematical Reasoning on AIME 25 2025 (Pass@128, Avg@128)]() Collection index: [llms.txt]() Data updated: 2026-04-21T09:35:22.831Z Evaluation of model performance on the AIME 2025 competition problems for mathematical reasoning, specifically measured using Pass@128 and Avg@128 metrics. 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 25 2025 | | Metric | Pass@128 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Pass@128](): Higher is better; unit: PERCENT. - [Avg Score@128](): Higher is better; unit: SCALAR. ## Recorded results | Method | Pass@128 | Result date | Report paper | | --- | --- | --- | --- | | Qwen2.5-Math + GRPO | 56.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 53.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 53.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 53.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 50 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 50 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 50 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 50 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 50 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 46.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 43.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 36.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 36.66 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | ### Qwen2.5-Math + GRPO Pass@128: 56.67. Result ID: 69e743c847f34ce924cdd5f4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + SPS Pass@128: 53.33. Result ID: 69e743c847f34ce924cdd5e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + SPS Pass@128: 53.33. Result ID: 69e743c847f34ce924cdd5eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + SPS Pass@128: 53.33. Result ID: 69e743c847f34ce924cdd5f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GRPO Pass@128: 50. Result ID: 69e743c847f34ce924cdd5e0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + SPS Pass@128: 50. Result ID: 69e743c847f34ce924cdd5e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GSPO Pass@128: 50. Result ID: 69e743c847f34ce924cdd5e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GSPO Pass@128: 50. Result ID: 69e743c847f34ce924cdd5ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + SPS Pass@128: 50. Result ID: 69e743c847f34ce924cdd5f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + SPS Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GSPO Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + DAPO Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5e2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GSPO Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + DAPO Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GRPO Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GSPO Pass@128: 46.67. Result ID: 69e743c847f34ce924cdd5f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + DAPO Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GRPO Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5db. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5dd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + DAPO Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + DAPO Pass@128: 43.33. Result ID: 69e743c847f34ce924cdd5f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GSPO Pass@128: 36.67. Result ID: 69e743c847f34ce924cdd5d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-3k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GRPO Pass@128: 36.66. Result ID: 69e743c847f34ce924cdd5ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + DAPO Pass@128: 33.33. Result ID: 69e743c847f34ce924cdd5e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. ### Qwen2.5-Math + GRPO Pass@128: 33.33. Result ID: 69e743c847f34ce924cdd5e5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"1.5B","Training Data Regime":"OpenR1-5k"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.