# Mathematical Reasoning on AIME 24 (Raw Score)

Source: [Mathematical Reasoning on AIME 24 (Raw Score)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-24-raw-score>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:04:01.766Z

Evaluation of model performance on the AIME 2024 dataset for mathematical reasoning, measured using the raw 'Score' metric.

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 24 |
| Metric | Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| 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

- [Score](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-24-raw-score.md?metric=Score>): Higher is better; unit: SCALAR.

- [Last Score](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-24-raw-score.md?metric=Last%20Score>): Higher is better; unit: PERCENT.

- [Best Score](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-24-raw-score.md?metric=Best%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| MQR | 25 | Not recorded | 697ae9bca2b28e761d87d165 |
| MathForge | 24.58 | Not recorded | 697ae9bca2b28e761d87d165 |
| DGPO | 23.85 | Not recorded | 697ae9bca2b28e761d87d165 |
| GPG | 21.98 | Not recorded | 697ae9bca2b28e761d87d165 |
| GRPO-AD | 21.56 | Not recorded | 697ae9bca2b28e761d87d165 |
| DAPO | 21.25 | Not recorded | 697ae9bca2b28e761d87d165 |
| Dr.GRPO | 21.04 | Not recorded | 697ae9bca2b28e761d87d165 |
| GRPO | 20.94 | Not recorded | 697ae9bca2b28e761d87d165 |
| GSPO | 19.38 | Not recorded | 697ae9bca2b28e761d87d165 |
| Base Model | 12.19 | Not recorded | 697ae9bca2b28e761d87d165 |

### MQR

Score: 25. Result ID: 69961cac5698665ec45cd0be.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Implementation](<https://github.com/AMAP-ML/MathForge>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### MathForge

Score: 24.58. Result ID: 69961cac5698665ec45cd0bf.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Implementation](<https://github.com/AMAP-ML/MathForge>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### DGPO

Score: 23.85. Result ID: 69961cac5698665ec45cd0bd.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Implementation](<https://github.com/AMAP-ML/MathForge>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### GPG

Score: 21.98. Result ID: 69961cac5698665ec45cd0b9.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa785f1e209131cea780fe.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### GRPO-AD

Score: 21.56. Result ID: 69961cac5698665ec45cd0bc.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b741e209131cea889c9.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### DAPO

Score: 21.25. Result ID: 69961cac5698665ec45cd0ba.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78a81e209131cea79ac6.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### Dr.GRPO

Score: 21.04. Result ID: 69961cac5698665ec45cd0b8.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7be51e209131cea8b201.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### GRPO

Score: 20.94. Result ID: 69961cac5698665ec45cd0b7.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73101e209131cea5a395.md>)

[Implementation](<https://github.com/deepseek-ai/DeepSeek-Math>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### GSPO

Score: 19.38. Result ID: 69961cac5698665ec45cd0bb.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a481e209131cea8231d.md>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### Base Model

Score: 12.19. Result ID: 69961cac5698665ec45cd0b6.

[Reporting paper](<https://www.sota2.com/research/paper/697ae9bca2b28e761d87d165.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74d81e209131cea6419f.md>)

[Implementation](<https://github.com/QwenLM/Qwen2-Math>)

Recorded evaluation configuration: {"Backbone":"Qwen2.5-Math-7B","Training Dataset":"MATH","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

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