# Question Answering on GPQA No-think (test)

Source: [Question Answering on GPQA No-think (test)](<https://www.sota2.com/research/sota/question-answering-on-gpqa-no-think-test>)

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

Data updated: 2026-02-26T05:31:02.784Z

Evaluation of model performance on the No-think setting of the GPQA test split for Question Answering, reporting Accuracy (Acc), Length (Len), 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 | Question Answering |
| Dataset (including any stated split) | GPQA 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/question-answering-on-gpqa-no-think-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Length](<https://www.sota2.com/research/sota/question-answering-on-gpqa-no-think-test.md?metric=Length>): Higher is better; unit: OTHER.

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen3-8B | 47.8 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 40.4 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 38.2 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 37.5 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 36.9 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 36.2 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-4B | 35.5 | Not recorded | 6965d1ae6343fa78c8323884 |
| Qwen3-8B | 34.7 | Not recorded | 6965d1ae6343fa78c8323884 |

### Qwen3-8B

Accuracy: 47.8. Result ID: 69968f565698665ec4d83c30.

[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: 40.4. Result ID: 69968f565698665ec4d83c34.

[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: 38.2. Result ID: 69968f565698665ec4d83c35.

[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: 37.5. Result ID: 69968f565698665ec4d83c2e.

[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: 36.9. Result ID: 69968f565698665ec4d83c32.

[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: 36.2. Result ID: 69968f565698665ec4d83c31.

[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: 35.5. Result ID: 69968f565698665ec4d83c33.

[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.

### Qwen3-8B

Accuracy: 34.7. Result ID: 69968f565698665ec4d83c2f.

[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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