# Science Question Answering on SuperGPQA (Accuracy)

Source: [Science Question Answering on SuperGPQA (Accuracy)](<https://www.sota2.com/research/sota/science-question-answering-on-supergpqa-accuracy>)

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

Data updated: 2026-06-09T10:14:10.714Z

Evaluation of model performance on the SuperGPQA dataset for Science Question Answering, measured using Accuracy.

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 | Science Question Answering |
| Dataset (including any stated split) | SuperGPQA |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/science-question-answering-on-supergpqa-accuracy.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| INFUSER | 37.77 | Not recorded | 6a279e7f90966ade919bfc1e |
| SPICE† | 35.7 | Not recorded | 6a279e7f90966ade919bfc1e |
| R-Few† | 33.5 | Not recorded | 6a279e7f90966ade919bfc1e |
| AZR | 32.63 | Not recorded | 6a279e7f90966ade919bfc1e |
| R-Zero | 32.06 | Not recorded | 6a279e7f90966ade919bfc1e |
| Base | 30.62 | Not recorded | 6a279e7f90966ade919bfc1e |

### INFUSER

Accuracy: 37.77. Result ID: 6a27e623fbc373592c253f4b.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

Recorded evaluation configuration: {"Anchor Model":"Qwen3-8B-Base"}. This record does not assert independent reproduction.

### SPICE†

Accuracy: 35.7. Result ID: 6a27e623fbc373592c253f4a.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b6e.md>)

Recorded evaluation configuration: {"Anchor Model":"Qwen3-8B-Base"}. This record does not assert independent reproduction.

### R-Few†

Accuracy: 33.5. Result ID: 6a27e623fbc373592c253f49.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/692fc409d6b0dd33429332a0.md>)

Recorded evaluation configuration: {"Anchor Model":"Qwen3-8B-Base"}. This record does not assert independent reproduction.

### AZR

Accuracy: 32.63. Result ID: 6a27e623fbc373592c253f48.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c301e209131cea8ceb1.md>)

Recorded evaluation configuration: {"Anchor Model":"Qwen3-8B-Base"}. This record does not assert independent reproduction.

### R-Zero

Accuracy: 32.06. Result ID: 6a27e623fbc373592c253f47.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7add1e209131cea85935.md>)

Recorded evaluation configuration: {"Anchor Model":"Qwen3-8B-Base"}. This record does not assert independent reproduction.

### Base

Accuracy: 30.62. Result ID: 6a27e623fbc373592c253f46.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7f90966ade919bfc1e.md>)

Recorded evaluation configuration: {"Anchor Model":"Qwen3-8B-Base"}. This record does not assert independent reproduction.

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