# Mathematical Reasoning on HMMT25 (It0-It3) Source: [Mathematical Reasoning on HMMT25 (It0-It3)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:30.836Z Evaluation of model performance on the HMMT25 dataset for mathematical reasoning, utilizing iteration-based metrics (It0 through It3). 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) | HMMT25 | | Metric | It0 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [It0 Score](): Higher is better; unit: PERCENT. - [It1 Score](): Higher is better; unit: PERCENT. - [It2 Score](): Higher is better; unit: PERCENT. - [It3 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | It0 Score | Result date | Report paper | | --- | --- | --- | --- | | MV@128 | 33.4 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Base | 33.2 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Self-Ref | 33.2 | Not recorded | 697c3b5ba8b01e76cc8da658 | | PaCoRe | 33.2 | Not recorded | 697c3b5ba8b01e76cc8da658 | | RSE | 33.2 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Base | 27.1 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Self-Ref | 27.1 | Not recorded | 697c3b5ba8b01e76cc8da658 | | PaCoRe | 27.1 | Not recorded | 697c3b5ba8b01e76cc8da658 | | RSE | 27.1 | Not recorded | 697c3b5ba8b01e76cc8da658 | | MV@128 | 26.7 | Not recorded | 697c3b5ba8b01e76cc8da658 | ### MV@128 It0 Score: 33.4. Result ID: 699662d85698665ec4a8f2f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### Base It0 Score: 33.2. Result ID: 699662d85698665ec4a8f2f0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### Self-Ref It0 Score: 33.2. Result ID: 699662d85698665ec4a8f2f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### PaCoRe It0 Score: 33.2. Result ID: 699662d85698665ec4a8f2f3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### RSE It0 Score: 33.2. Result ID: 699662d85698665ec4a8f2f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### Base It0 Score: 27.1. Result ID: 699662d85698665ec4a8f2f5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### Self-Ref It0 Score: 27.1. Result ID: 699662d85698665ec4a8f2f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### PaCoRe It0 Score: 27.1. Result ID: 699662d85698665ec4a8f2f8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### RSE It0 Score: 27.1. Result ID: 699662d85698665ec4a8f2f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### MV@128 It0 Score: 26.7. Result ID: 699662d85698665ec4a8f2f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.