# Mathematical Reasoning on AIME 25 (Peak Accuracy)

Source: [Mathematical Reasoning on AIME 25 (Peak Accuracy)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-25-peak-accuracy>)

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

Data updated: 2026-05-27T08:40:39.373Z

Evaluation of model performance on the AIME 25 dataset for mathematical reasoning, specifically reporting the Peak Accuracy 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 25 |
| Metric | Peak Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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

- [Peak Accuracy](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-25-peak-accuracy.md?metric=Peak%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Peak Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| 14B-PC | 27.5 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 14B-GRPO | 23.6 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 14B-DAPO | 21.9 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 8B-PC | 21.4 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 8B-DAPO | 20.8 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 4B-PC | 19.6 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 4B-DAPO | 19.1 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 4B-GRPO | 17.4 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 8B-GRPO | 16.6 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 1.5B-PC | 15.3 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 1.5B-DAPO | 14.5 | Not recorded | 6a167a79dbd7150506f7fed0 |
| 1.5B-GRPO | 14.3 | Not recorded | 6a167a79dbd7150506f7fed0 |

### 14B-PC

Peak Accuracy: 27.5. Result ID: 6a16ace4fbc373592c0fd8d2.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

Recorded evaluation configuration: {"Model Scale":"14B","RL Algorithm":"PC","Rollouts Trained":"2,048","Rollouts Sampled":"4,096"}. This record does not assert independent reproduction.

### 14B-GRPO

Peak Accuracy: 23.6. Result ID: 6a16ace4fbc373592c0fd8d0.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

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

Recorded evaluation configuration: {"Model Scale":"14B","RL Algorithm":"GRPO","Rollouts Trained":"2,048","Rollouts Sampled":"2,048"}. This record does not assert independent reproduction.

### 14B-DAPO

Peak Accuracy: 21.9. Result ID: 6a16ace4fbc373592c0fd8d1.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

Recorded evaluation configuration: {"Model Scale":"14B","RL Algorithm":"DAPO","Rollouts Trained":"2,048","Rollouts Sampled":"6,144"}. This record does not assert independent reproduction.

### 8B-PC

Peak Accuracy: 21.4. Result ID: 6a16ace4fbc373592c0fd8cf.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

Recorded evaluation configuration: {"Model Scale":"8B","RL Algorithm":"PC","Rollouts Trained":"2,048","Rollouts Sampled":"4,096"}. This record does not assert independent reproduction.

### 8B-DAPO

Peak Accuracy: 20.8. Result ID: 6a16ace4fbc373592c0fd8ce.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

Recorded evaluation configuration: {"Model Scale":"8B","RL Algorithm":"DAPO","Rollouts Trained":"2,048","Rollouts Sampled":"6,144"}. This record does not assert independent reproduction.

### 4B-PC

Peak Accuracy: 19.6. Result ID: 6a16ace4fbc373592c0fd8cc.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

Recorded evaluation configuration: {"Model Scale":"4B","RL Algorithm":"PC","Rollouts Trained":"2,048","Rollouts Sampled":"4,096"}. This record does not assert independent reproduction.

### 4B-DAPO

Peak Accuracy: 19.1. Result ID: 6a16ace4fbc373592c0fd8cb.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

Recorded evaluation configuration: {"Model Scale":"4B","RL Algorithm":"DAPO","Rollouts Trained":"2,048","Rollouts Sampled":"6,144"}. This record does not assert independent reproduction.

### 4B-GRPO

Peak Accuracy: 17.4. Result ID: 6a16ace4fbc373592c0fd8ca.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

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

Recorded evaluation configuration: {"Model Scale":"4B","RL Algorithm":"GRPO","Rollouts Trained":"2,048","Rollouts Sampled":"2,048"}. This record does not assert independent reproduction.

### 8B-GRPO

Peak Accuracy: 16.6. Result ID: 6a16ace4fbc373592c0fd8cd.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

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

Recorded evaluation configuration: {"Model Scale":"8B","RL Algorithm":"GRPO","Rollouts Trained":"2,048","Rollouts Sampled":"2,048"}. This record does not assert independent reproduction.

### 1.5B-PC

Peak Accuracy: 15.3. Result ID: 6a16ace4fbc373592c0fd8c9.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

Recorded evaluation configuration: {"Model Scale":"1.5B","RL Algorithm":"PC","Rollouts Trained":"2,048","Rollouts Sampled":"4,096"}. This record does not assert independent reproduction.

### 1.5B-DAPO

Peak Accuracy: 14.5. Result ID: 6a16ace4fbc373592c0fd8c8.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

Recorded evaluation configuration: {"Model Scale":"1.5B","RL Algorithm":"DAPO","Rollouts Trained":"2,048","Rollouts Sampled":"6,144"}. This record does not assert independent reproduction.

### 1.5B-GRPO

Peak Accuracy: 14.3. Result ID: 6a16ace4fbc373592c0fd8c7.

[Reporting paper](<https://www.sota2.com/research/paper/6a167a79dbd7150506f7fed0.md>)

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

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

Recorded evaluation configuration: {"Model Scale":"1.5B","RL Algorithm":"GRPO","Rollouts Trained":"2,048","Rollouts Sampled":"2,048"}. This record does not assert independent reproduction.

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