# Medical Question Answering on 141-question pharmacy dataset (test)

Source: [Medical Question Answering on 141-question pharmacy dataset (test)](<https://www.sota2.com/research/sota/medical-question-answering-on-141-question-pharmacy-dataset-test>)

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

Data updated: 2026-02-26T05:31:10.371Z

Evaluation of model performance on the test split of the 141-question pharmacy dataset for Medical 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 | Medical Question Answering |
| Dataset (including any stated split) | 141-question pharmacy dataset (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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-141-question-pharmacy-dataset-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| GPT-5 | 0.92 | Not recorded | 69438a60423ea4226572925f |
| o3 | 0.89 | Not recorded | 69438a60423ea4226572925f |
| Claude Opus 4.5 | 0.87 | Not recorded | 69438a60423ea4226572925f |
| Medical Chat | 0.85 | Not recorded | 69438a60423ea4226572925f |
| GPT-4o | 0.81 | Not recorded | 69438a60423ea4226572925f |
| o4 Mini | 0.76 | Not recorded | 69438a60423ea4226572925f |
| Gemini 3 (Pro) | 0.75 | Not recorded | 69438a60423ea4226572925f |
| Gemini 2.0 (Flash) | 0.72 | Not recorded | 69438a60423ea4226572925f |
| Gemma 3 | 0.61 | Not recorded | 69438a60423ea4226572925f |
| Bio-Medical Llama 3 | 0.46 | Not recorded | 69438a60423ea4226572925f |
| Llama 3.1 | 0.46 | Not recorded | 69438a60423ea4226572925f |

### GPT-5

Accuracy: 0.92. Result ID: 6996bd665698665ec40852d3.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### o3

Accuracy: 0.89. Result ID: 6996bd665698665ec40852d2.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### Claude Opus 4.5

Accuracy: 0.87. Result ID: 6996bd665698665ec40852d1.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### Medical Chat

Accuracy: 0.85. Result ID: 6996bd665698665ec40852d0.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### GPT-4o

Accuracy: 0.81. Result ID: 6996bd665698665ec40852cf.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### o4 Mini

Accuracy: 0.76. Result ID: 6996bd665698665ec40852ce.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### Gemini 3 (Pro)

Accuracy: 0.75. Result ID: 6996bd665698665ec40852cd.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### Gemini 2.0 (Flash)

Accuracy: 0.72. Result ID: 6996bd665698665ec40852cc.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"Not disclosed"}. This record does not assert independent reproduction.

### Gemma 3

Accuracy: 0.61. Result ID: 6996bd665698665ec40852cb.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"27B"}. This record does not assert independent reproduction.

### Bio-Medical Llama 3

Accuracy: 0.46. Result ID: 6996bd665698665ec40852c9.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"8B"}. This record does not assert independent reproduction.

### Llama 3.1

Accuracy: 0.46. Result ID: 6996bd665698665ec40852ca.

[Reporting paper](<https://www.sota2.com/research/paper/69438a60423ea4226572925f.md>)

Recorded evaluation configuration: {"Parameter Size":"8B"}. This record does not assert independent reproduction.

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