# Chart Question Answering on MSMB Standard N = 122 Source: [Chart Question Answering on MSMB Standard N = 122]() Collection index: [llms.txt]() Data updated: 2026-03-31T12:30:33.250Z Evaluation of model performance on the MSMB Standard N = 122 dataset for Chart Question Answering capabilities, 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) | MSMB Standard N = 122 | | 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 | | --- | --- | --- | --- | | ChartCynics | 94.26 | Not recorded | 69cb55840636e5bf4afca459 | | ChartMoE | 88.52 | Not recorded | 69cb55840636e5bf4afca459 | ### ChartCynics Accuracy: 94.26. Result ID: 69cbbe6747f34ce924b55e4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mode":"Train-free"}. This record does not assert independent reproduction. ### ChartMoE Accuracy: 88.52. Result ID: 69cbbe6747f34ce924b55e4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"SOTA"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.