# Medical QA on Medical

Source: [Medical QA on Medical](<https://www.sota2.com/research/sota/medical-qa-on-medical>)

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

Data updated: 2026-05-21T09:14:30.099Z

Evaluation of model performance on the Medical dataset for Medical Question Answering, assessed using metrics related to Clean and Trigger evaluations under Eager and Compiled execution modes.

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 QA |
| Dataset (including any stated split) | Medical |
| Metric | Clean Accuracy (Eager) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Clean Accuracy (Eager)](<https://www.sota2.com/research/sota/medical-qa-on-medical.md?metric=Clean%20Accuracy%20(Eager)>): Higher is better; unit: PERCENT.

- [Clean Accuracy (Compiled)](<https://www.sota2.com/research/sota/medical-qa-on-medical.md?metric=Clean%20Accuracy%20(Compiled)>): Higher is better; unit: PERCENT.

- [Trigger Score (Eager)](<https://www.sota2.com/research/sota/medical-qa-on-medical.md?metric=Trigger%20Score%20(Eager)>): Higher is better; unit: PERCENT.

- [Trigger Score (Compiled)](<https://www.sota2.com/research/sota/medical-qa-on-medical.md?metric=Trigger%20Score%20(Compiled)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Clean Accuracy (Eager) | Result date | Report paper |
| --- | --- | --- | --- |
| Llama-3.2-1B-Instruct | 100 | Not recorded | 6a0e91a1f984739ed6738bfb |
| Llama-3.2-3B-Instruct | 100 | Not recorded | 6a0e91a1f984739ed6738bfb |
| Qwen2.5-3B-Instruct | 100 | Not recorded | 6a0e91a1f984739ed6738bfb |
| Qwen2.5-1.5B-Instruct | 55 | Not recorded | 6a0e91a1f984739ed6738bfb |

### Llama-3.2-1B-Instruct

Clean Accuracy (Eager): 100. Result ID: 6a0ecc80fbc373592c06768b.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

Recorded evaluation configuration: {"Execution Backend":"CUDAGraphs","Attack":"Attack II"}. This record does not assert independent reproduction.

### Llama-3.2-3B-Instruct

Clean Accuracy (Eager): 100. Result ID: 6a0ecc80fbc373592c06768c.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

Recorded evaluation configuration: {"Execution Backend":"CUDAGraphs","Attack":"Attack II"}. This record does not assert independent reproduction.

### Qwen2.5-3B-Instruct

Clean Accuracy (Eager): 100. Result ID: 6a0ecc80fbc373592c06768e.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

Recorded evaluation configuration: {"Execution Backend":"CUDAGraphs","Attack":"Attack II"}. This record does not assert independent reproduction.

### Qwen2.5-1.5B-Instruct

Clean Accuracy (Eager): 55. Result ID: 6a0ecc80fbc373592c06768d.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0e91a1f984739ed6738bfb.md>)

Recorded evaluation configuration: {"Execution Backend":"CUDAGraphs","Attack":"Attack II"}. This record does not assert independent reproduction.

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