# Chart Question Answering on FigurQA-D (test) Source: [Chart Question Answering on FigurQA-D (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:23.098Z Evaluation of model performance on the test split of the FigurQA-D dataset for Chart Question Answering capabilities, typically measured using Accuracy. 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 | Chart Question Answering | | Dataset (including any stated split) | FigurQA-D (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PReFIL | 93.26 | Not recorded | 68fa6cf41e209131cea36ccc | | LEAF-QA | 81.15 | Not recorded | 68fa6cf41e209131cea36ccc | ### PReFIL Accuracy: 93.26. Result ID: 698f4e9a3a6c314849f7cc4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LEAF-QA Accuracy: 81.15. Result ID: 698f4e9a3a6c314849f7cc4f. [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.