# Pathology Question Answering on NMLE 2022 Source: [Pathology Question Answering on NMLE 2022]() Collection index: [llms.txt]() Data updated: 2026-06-09T08:03:22.360Z Evaluation of model performance on the NMLE 2022 dataset for Pathology Question Answering, reporting Accuracy and 95% Confidence Intervals. 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 | Pathology Question Answering | | Dataset (including any stated split) | NMLE 2022 | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Accuracy 95% CI](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PathPocket | 85.7 | Not recorded | 6a279e3f90966ade919bf862 | | Qwen3-8B | 82.9 | Not recorded | 6a279e3f90966ade919bf862 | | Qwen3-30B | 82.9 | Not recorded | 6a279e3f90966ade919bf862 | | Qwen3-4B | 80 | Not recorded | 6a279e3f90966ade919bf862 | | Qwen3-0.6B | 37.1 | Not recorded | 6a279e3f90966ade919bf862 | ### PathPocket Accuracy: 85.7. Result ID: 6a27c882fbc373592c245e3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-8B Accuracy: 82.9. Result ID: 6a27c882fbc373592c245e38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"8B"}. This record does not assert independent reproduction. ### Qwen3-30B Accuracy: 82.9. Result ID: 6a27c882fbc373592c245e39. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"30B"}. This record does not assert independent reproduction. ### Qwen3-4B Accuracy: 80. Result ID: 6a27c882fbc373592c245e37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"4B"}. This record does not assert independent reproduction. ### Qwen3-0.6B Accuracy: 37.1. Result ID: 6a27c882fbc373592c245e36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"0.6B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.