# Medical Question Answering on SuperGPQA

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

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

Data updated: 2026-02-26T05:32:32.563Z

Evaluation of model performance on the SuperGPQA dataset for Medical Question Answering, measured using Accuracy (ACC).

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 | Medical Question Answering |
| Dataset (including any stated split) | SuperGPQA |
| 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/medical-question-answering-on-supergpqa.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Original | 27.66 | Not recorded | 69608b6d53fdd5c361744271 |
| ModelMerge | 27.59 | Not recorded | 69608b6d53fdd5c361744271 |
| PSI | 27.44 | Not recorded | 69608b6d53fdd5c361744271 |
| ModelMerge | 25.52 | Not recorded | 69608b6d53fdd5c361744271 |
| Original | 22.49 | Not recorded | 69608b6d53fdd5c361744271 |
| PSI | 22.29 | Not recorded | 69608b6d53fdd5c361744271 |
| RESTA | 21.42 | Not recorded | 69608b6d53fdd5c361744271 |
| RESTA | 19.56 | Not recorded | 69608b6d53fdd5c361744271 |

### Original

Accuracy: 27.66. Result ID: 699985775698665ec4f65123.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

Recorded evaluation configuration: {"Backbone Model":"Lingshu-7B"}. This record does not assert independent reproduction.

### ModelMerge

Accuracy: 27.59. Result ID: 699985775698665ec4f65124.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7afb1e209131cea8615d.md>)

Recorded evaluation configuration: {"Backbone Model":"Lingshu-7B"}. This record does not assert independent reproduction.

### PSI

Accuracy: 27.44. Result ID: 699985775698665ec4f65126.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

Recorded evaluation configuration: {"Backbone Model":"Lingshu-7B"}. This record does not assert independent reproduction.

### ModelMerge

Accuracy: 25.52. Result ID: 699985775698665ec4f65128.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7afb1e209131cea8615d.md>)

Recorded evaluation configuration: {"Backbone Model":"HuatuoGPT-Vision-7B"}. This record does not assert independent reproduction.

### Original

Accuracy: 22.49. Result ID: 699985775698665ec4f65127.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

Recorded evaluation configuration: {"Backbone Model":"HuatuoGPT-Vision-7B"}. This record does not assert independent reproduction.

### PSI

Accuracy: 22.29. Result ID: 699985775698665ec4f6512a.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

Recorded evaluation configuration: {"Backbone Model":"HuatuoGPT-Vision-7B"}. This record does not assert independent reproduction.

### RESTA

Accuracy: 21.42. Result ID: 699985775698665ec4f65129.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa723a1e209131cea551c7.md>)

[Implementation](<https://github.com/declare-lab/resta>)

Recorded evaluation configuration: {"Backbone Model":"HuatuoGPT-Vision-7B"}. This record does not assert independent reproduction.

### RESTA

Accuracy: 19.56. Result ID: 699985775698665ec4f65125.

[Reporting paper](<https://www.sota2.com/research/paper/69608b6d53fdd5c361744271.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa723a1e209131cea551c7.md>)

[Implementation](<https://github.com/declare-lab/resta>)

Recorded evaluation configuration: {"Backbone Model":"Lingshu-7B"}. This record does not assert independent reproduction.

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