# Mathematical Reasoning on AIME Think (test)

Source: [Mathematical Reasoning on AIME Think (test)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-think-test>)

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

Data updated: 2026-02-26T05:31:02.771Z

Evaluation of model performance on the AIME Think test set, reporting Accuracy, output Length, and Wait time.

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 Think (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-think-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Output Length](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-think-test.md?metric=Output%20Length>): Higher is better; unit: SCALAR.

- [Wait Time](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-think-test.md?metric=Wait%20Time>): Lower is better; unit: TIME.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen3-8B | 72.4 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 72 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 71.6 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 69.8 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 69.6 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 69.3 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 68.7 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 61.1 | Not recorded | 6965d1ae6343fa78c8323884 |

### Qwen3-8B

Accuracy: 72.4. Result ID: 69968f565698665ec4d83c29.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"RL","Mode":"Mid-Think"}. This record does not assert independent reproduction.

### Qwen3-8B

Accuracy: 72. Result ID: 69968f565698665ec4d83c28.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"RL","Mode":"No-Think"}. This record does not assert independent reproduction.

### Qwen3-8B

Accuracy: 71.6. Result ID: 69968f565698665ec4d83c26.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"No","Mode":"Untrained"}. This record does not assert independent reproduction.

### Qwen3-8B

Accuracy: 69.8. Result ID: 69968f565698665ec4d83c27.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"RL","Mode":"Think"}. This record does not assert independent reproduction.

### Qwen3-4B

Accuracy: 69.6. Result ID: 69968f565698665ec4d83c2d.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"RL","Mode":"Mid-Think"}. This record does not assert independent reproduction.

### Qwen3-4B

Accuracy: 69.3. Result ID: 69968f565698665ec4d83c2c.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"RL","Mode":"No-Think"}. This record does not assert independent reproduction.

### Qwen3-4B

Accuracy: 68.7. Result ID: 69968f565698665ec4d83c2a.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"No","Mode":"Untrained"}. This record does not assert independent reproduction.

### Qwen3-4B

Accuracy: 61.1. Result ID: 69968f565698665ec4d83c2b.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1ae6343fa78c8323884.md>)

Recorded evaluation configuration: {"Training":"RL","Mode":"Think"}. This record does not assert independent reproduction.

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