# Mathematical Reasoning on HMMT 24 (It0, It1, It2, It3) Source: [Mathematical Reasoning on HMMT 24 (It0, It1, It2, It3)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:30.942Z Evaluation of model performance on the HMMT 24 dataset for Mathematical Reasoning, measured using iteration-specific metrics (It0, It1, It2, 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) | HMMT 24 | | Metric | Iteration 0 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 - [Iteration 0 Score](): Higher is better; unit: PERCENT. - [Iteration 1 Score](): Higher is better; unit: PERCENT. - [Iteration 2 Score](): Higher is better; unit: PERCENT. - [Iteration 3 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Iteration 0 Score | Result date | Report paper | | --- | --- | --- | --- | | Base | 26.8 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Self-Ref | 26.8 | Not recorded | 697c3b5ba8b01e76cc8da658 | | PaCoRe | 26.8 | Not recorded | 697c3b5ba8b01e76cc8da658 | | RSE | 26.8 | Not recorded | 697c3b5ba8b01e76cc8da658 | | MV@128 | 23.7 | Not recorded | 697c3b5ba8b01e76cc8da658 | | MV@128 | 21.8 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Base | 21.7 | Not recorded | 697c3b5ba8b01e76cc8da658 | | Self-Ref | 21.7 | Not recorded | 697c3b5ba8b01e76cc8da658 | | PaCoRe | 21.7 | Not recorded | 697c3b5ba8b01e76cc8da658 | | RSE | 21.7 | Not recorded | 697c3b5ba8b01e76cc8da658 | ### Base Iteration 0 Score: 26.8. Result ID: 699662d85698665ec4a8f2e6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### Self-Ref Iteration 0 Score: 26.8. Result ID: 699662d85698665ec4a8f2e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### PaCoRe Iteration 0 Score: 26.8. Result ID: 699662d85698665ec4a8f2e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### RSE Iteration 0 Score: 26.8. Result ID: 699662d85698665ec4a8f2ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### MV@128 Iteration 0 Score: 23.7. Result ID: 699662d85698665ec4a8f2e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-30B-Instruct"}. This record does not assert independent reproduction. ### MV@128 Iteration 0 Score: 21.8. Result ID: 699662d85698665ec4a8f2ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### Base Iteration 0 Score: 21.7. Result ID: 699662d85698665ec4a8f2eb. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### Self-Ref Iteration 0 Score: 21.7. Result ID: 699662d85698665ec4a8f2ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### PaCoRe Iteration 0 Score: 21.7. Result ID: 699662d85698665ec4a8f2ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B-Instruct"}. This record does not assert independent reproduction. ### RSE Iteration 0 Score: 21.7. Result ID: 699662d85698665ec4a8f2ef. [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.