# Mathematical Reasoning on HMMT (FEB.) Source: [Mathematical Reasoning on HMMT (FEB.)]() Collection index: [llms.txt]() Data updated: 2026-04-21T09:35:22.904Z Evaluation of model performance on the February HMMT competition dataset for Mathematical Reasoning, measured by Pass@128 and Avg@128. 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) | HMMT (FEB.) | | 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@128](): Higher is better; unit: SCALAR. ## Recorded results | Method | Pass@128 | Result date | Report paper | | --- | --- | --- | --- | | Qwen2.5-Math + SPS | 36.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 33.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 30 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 30 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 30 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 30 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 26.67 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 23.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 23.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + DAPO | 23.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 23.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 23.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GSPO | 23.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 20 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + SPS | 20 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math + GRPO | 20 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 13.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 13.33 | Not recorded | 69e704bf7d0172140ec7eebc | | Qwen2.5-Math | 13.33 | Not recorded | 69e704bf7d0172140ec7eebc | ### Qwen2.5-Math + SPS Pass@128: 36.67. Result ID: 69e743c847f34ce924cdd631. [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: 33.33. Result ID: 69e743c847f34ce924cdd61c. [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 + DAPO Pass@128: 33.33. Result ID: 69e743c847f34ce924cdd620. [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: 33.33. Result ID: 69e743c847f34ce924cdd625. [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: 33.33. Result ID: 69e743c847f34ce924cdd626. [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 + SPS Pass@128: 33.33. Result ID: 69e743c847f34ce924cdd627. [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: 30. Result ID: 69e743c847f34ce924cdd61d. [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: 30. Result ID: 69e743c847f34ce924cdd62a. [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: 30. Result ID: 69e743c847f34ce924cdd62c. [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 + GRPO Pass@128: 30. Result ID: 69e743c847f34ce924cdd630. [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 + GSPO Pass@128: 26.67. Result ID: 69e743c847f34ce924cdd61a. [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: 26.67. Result ID: 69e743c847f34ce924cdd61b. [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: 26.67. Result ID: 69e743c847f34ce924cdd61f. [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: 26.67. Result ID: 69e743c847f34ce924cdd621. [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 + SPS Pass@128: 26.67. Result ID: 69e743c847f34ce924cdd622. [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 + GSPO Pass@128: 26.67. Result ID: 69e743c847f34ce924cdd624. [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: 26.67. Result ID: 69e743c847f34ce924cdd62e. [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: 26.67. Result ID: 69e743c847f34ce924cdd62f. [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 Pass@128: 23.33. Result ID: 69e743c847f34ce924cdd614. [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 + GSPO Pass@128: 23.33. Result ID: 69e743c847f34ce924cdd615. [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 + DAPO Pass@128: 23.33. Result ID: 69e743c847f34ce924cdd616. [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 Pass@128: 23.33. Result ID: 69e743c847f34ce924cdd61e. [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 Pass@128: 23.33. Result ID: 69e743c847f34ce924cdd628. [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: 23.33. Result ID: 69e743c847f34ce924cdd629. [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 + GRPO Pass@128: 20. Result ID: 69e743c847f34ce924cdd617. [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: 20. Result ID: 69e743c847f34ce924cdd618. [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: 20. Result ID: 69e743c847f34ce924cdd62b. [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 Pass@128: 13.33. Result ID: 69e743c847f34ce924cdd619. [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: 13.33. Result ID: 69e743c847f34ce924cdd623. [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: 13.33. Result ID: 69e743c847f34ce924cdd62d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params.":"7B","Training Data Regime":"OpenR1-10k"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.