# Lexical Complexity Prediction on BEA Shared Task Closed Track 2026 (test) Source: [Lexical Complexity Prediction on BEA Shared Task Closed Track 2026 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-15T07:56:41.751Z Evaluation of Lexical Complexity Prediction performance on the test set of the BEA Shared Task Closed Track 2026, showing aggregated results across languages (Chinese, German, Spanish). 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 | Lexical Complexity Prediction | | Dataset (including any stated split) | BEA Shared Task Closed Track 2026 (test) | | Metric | Chinese Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Chinese Score](): Higher is better; unit: SCALAR. - [German Score](): Higher is better; unit: SCALAR. - [Spanish Score](): Higher is better; unit: SCALAR. - [Mean Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Chinese Score | Result date | Report paper | | --- | --- | --- | --- | | Closed-Track Baseline | 1.14 | Not recorded | 6a06a8a3dbc836b87d82a120 | | traditional | 1.078 | Not recorded | 6a06a8a3dbc836b87d82a120 | | expl. – lin. regression | 0.975 | Not recorded | 6a06a8a3dbc836b87d82a120 | | expl. – std. inference | 0.961 | Not recorded | 6a06a8a3dbc836b87d82a120 | | explainable | 0.92 | Not recorded | 6a06a8a3dbc836b87d82a120 | | closed\_max | 0.816 | Not recorded | 6a06a8a3dbc836b87d82a120 | ### Closed-Track Baseline Chinese Score: 1.14. Result ID: 6a06d11b47f34ce924ee3913. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### traditional Chinese Score: 1.078. Result ID: 6a06d11b47f34ce924ee3910. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### expl. – lin. regression Chinese Score: 0.975. Result ID: 6a06d11b47f34ce924ee3912. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"regression":"linear regression"}. This record does not assert independent reproduction. ### expl. – std. inference Chinese Score: 0.961. Result ID: 6a06d11b47f34ce924ee3911. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"inference":"standard inference"}. This record does not assert independent reproduction. ### explainable Chinese Score: 0.92. Result ID: 6a06d11b47f34ce924ee390f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### closed\_max Chinese Score: 0.816. Result ID: 6a06d11b47f34ce924ee390e. [Reporting paper]() [Method origin 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.