# Question Interpretation on ArchEHR-QA 2026 (test) Source: [Question Interpretation on ArchEHR-QA 2026 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-12T16:55:33.731Z Evaluation of model performance on the test split of the ArchEHR-QA 2026 dataset specifically for the Question Interpretation task, measured using Overall, ROUGE-L, BERTScore, AlignScore, and MEDCON. 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 | Question Interpretation | | Dataset (including any stated split) | ArchEHR-QA 2026 (test) | | Metric | Overall Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Overall Score](): Higher is better; unit: PERCENT. - [ROUGE-L](): Higher is better; unit: PERCENT. - [BERTScore](): Higher is better; unit: PERCENT. - [AlignScore](): Higher is better; unit: PERCENT. - [MEDCON](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Score | Result date | Report paper | | --- | --- | --- | --- | | HealthNLLP\_Ret. | 31.2 | Not recorded | 6a02b4b2dbc836b87d824f95 | | KPSCMI | 30.8 | Not recorded | 6a02b4b2dbc836b87d824f95 | | OptiMed | 29.9 | Not recorded | 6a02b4b2dbc836b87d824f95 | | Neural1.5 | 28.9 | Not recorded | 6a02b4b2dbc836b87d824f95 | | Yale-DM-Lab | 27.1 | Not recorded | 6a02b4b2dbc836b87d824f95 | ### HealthNLLP\_Ret. Overall Score: 31.2. Result ID: 6a035b6a47f34ce924e8f9c5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KPSCMI Overall Score: 30.8. Result ID: 6a035b6a47f34ce924e8f9c6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OptiMed Overall Score: 29.9. Result ID: 6a035b6a47f34ce924e8f9c7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Neural1.5 Overall Score: 28.9. Result ID: 6a035b6a47f34ce924e8f9c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-4.1","Context Window":"2,000 tokens","Optimizer":"MIPROv2","Temperature":"0.3"}. This record does not assert independent reproduction. ### Yale-DM-Lab Overall Score: 27.1. Result ID: 6a035b6a47f34ce924e8f9c9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.