# Evidence Alignment on ArchEHR-QA (test) Source: [Evidence Alignment on ArchEHR-QA (test)]() Collection index: [llms.txt]() Data updated: 2026-05-12T16:55:33.677Z Evaluation of model performance on the test split of the ArchEHR-QA dataset for the Evidence Alignment task, measured using Overall, Micro Precision (M.P.), Micro Recall (M.R.), and Micro F1 (M.F1) scores. 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 | Evidence Alignment | | Dataset (including any stated split) | ArchEHR-QA 2026 (test) | | Metric | Overall Score | | 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 - [Overall Score](): Higher is better; unit: PERCENT. - [Micro Precision](): Higher is better; unit: PERCENT. - [Micro Recall](): Higher is better; unit: PERCENT. - [Micro F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Score | Result date | Report paper | | --- | --- | --- | --- | | BIT.UA-AAUBS | 81.5 | Not recorded | 6a02b4b2dbc836b87d824f95 | | WisPerMed | 81.3 | Not recorded | 6a02b4b2dbc836b87d824f95 | | Yale-DM-Lab | 80.4 | Not recorded | 6a02b4b2dbc836b87d824f95 | | OptiMed | 80.3 | Not recorded | 6a02b4b2dbc836b87d824f95 | | UIC-AIHealth4All | 79.8 | Not recorded | 6a02b4b2dbc836b87d824f95 | | tt501 | 79.1 | Not recorded | 6a02b4b2dbc836b87d824f95 | | Neural1.5 | 78.6 | Not recorded | 6a02b4b2dbc836b87d824f95 | | KPSCMI | 78.1 | Not recorded | 6a02b4b2dbc836b87d824f95 | ### BIT.UA-AAUBS Overall Score: 81.5. Result ID: 6a035b6a47f34ce924e8f9b7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WisPerMed Overall Score: 81.3. Result ID: 6a035b6a47f34ce924e8f9b8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Yale-DM-Lab Overall Score: 80.4. Result ID: 6a035b6a47f34ce924e8f9b9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OptiMed Overall Score: 80.3. Result ID: 6a035b6a47f34ce924e8f9ba. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UIC-AIHealth4All Overall Score: 79.8. Result ID: 6a035b6a47f34ce924e8f9bb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### tt501 Overall Score: 79.1. Result ID: 6a035b6a47f34ce924e8f9bc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Neural1.5 Overall Score: 78.6. Result ID: 6a035b6a47f34ce924e8f9bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KPSCMI Overall Score: 78.1. Result ID: 6a035b6a47f34ce924e8f9be. [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.