# Medical Question Answering on Medbullets op5

Source: [Medical Question Answering on Medbullets op5](<https://www.sota2.com/research/sota/medical-question-answering-on-medbullets-op5>)

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

Data updated: 2026-02-26T05:32:32.593Z

Evaluation of model performance on the Medbullets op5 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) | Medbullets op5 |
| 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-medbullets-op5.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Original | 53.9 | Not recorded | 69608b6d53fdd5c361744271 |
| PSI | 52.27 | Not recorded | 69608b6d53fdd5c361744271 |
| ModelMerge | 43.51 | Not recorded | 69608b6d53fdd5c361744271 |
| RESTA | 40.58 | Not recorded | 69608b6d53fdd5c361744271 |
| ModelMerge | 37.34 | Not recorded | 69608b6d53fdd5c361744271 |
| Original | 36.69 | Not recorded | 69608b6d53fdd5c361744271 |
| PSI | 36.69 | Not recorded | 69608b6d53fdd5c361744271 |
| RESTA | 34.09 | Not recorded | 69608b6d53fdd5c361744271 |

### Original

Accuracy: 53.9. Result ID: 699985775698665ec4f6513b.

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

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

### PSI

Accuracy: 52.27. Result ID: 699985775698665ec4f6513e.

[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: 43.51. Result ID: 699985775698665ec4f6513c.

[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.

### RESTA

Accuracy: 40.58. Result ID: 699985775698665ec4f6513d.

[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.

### ModelMerge

Accuracy: 37.34. Result ID: 699985775698665ec4f65140.

[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: 36.69. Result ID: 699985775698665ec4f6513f.

[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: 36.69. Result ID: 699985775698665ec4f65142.

[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: 34.09. Result ID: 699985775698665ec4f65141.

[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.

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