# Mathematical Reasoning on AIME No-think (test)

Source: [Mathematical Reasoning on AIME No-think (test)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-no-think-test>)

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

Data updated: 2026-02-26T05:31:02.756Z

Evaluation of model performance on the 'No-think' test split of the American Invitational Mathematics Examination (AIME), measured by Accuracy, 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 No-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-no-think-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Response Length](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-no-think-test.md?metric=Response%20Length>): Higher is better; unit: SCALAR.

- [Wait Time (ms)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-no-think-test.md?metric=Wait%20Time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen3-8B | 62.9 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 36.7 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 27.6 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 24.9 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 21.3 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 20 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 19.3 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 17.6 | Not recorded | 6965d1ae6343fa78c8323884 |

### Qwen3-8B

Accuracy: 62.9. Result ID: 69968f565698665ec4d83c20.

[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: 36.7. Result ID: 69968f565698665ec4d83c24.

[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: 27.6. Result ID: 69968f565698665ec4d83c21.

[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: 24.9. Result ID: 69968f565698665ec4d83c25.

[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: 21.3. Result ID: 69968f565698665ec4d83c1e.

[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: 20. Result ID: 69968f565698665ec4d83c22.

[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: 19.3. Result ID: 69968f565698665ec4d83c1f.

[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: 17.6. Result ID: 69968f565698665ec4d83c23.

[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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