# Visual Question Answering on ChartQA (human) Source: [Visual Question Answering on ChartQA (human)]() Collection index: [llms.txt]() Data updated: 2026-05-29T11:03:52.141Z Evaluation of model performance on the human-authored subset of the ChartQA dataset for Visual Question Answering, 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 | Visual Question Answering | | Dataset (including any stated split) | ChartQA (human) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 | | --- | --- | --- | --- | | Vanilla PG2 | 53.2 | Not recorded | 6a191db6dbd7150506f82975 | | PARCEL | 50.4 | Not recorded | 6a191db6dbd7150506f82975 | | PARCEL | 50.2 | Not recorded | 6a191db6dbd7150506f82975 | | PARCEL | 47.5 | Not recorded | 6a191db6dbd7150506f82975 | ### Vanilla PG2 Accuracy: 53.2. Result ID: 6a197274fbc373592c149f6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Visual Tokens":"1024","Resolution":"448x448","Fine-tuning":"true"}. This record does not assert independent reproduction. ### PARCEL Accuracy: 50.4. Result ID: 6a197274fbc373592c149f6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Visual Tokens":"1024","Resolution":"448x448","Fine-tuning":"true"}. This record does not assert independent reproduction. ### PARCEL Accuracy: 50.2. Result ID: 6a197274fbc373592c149f6e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Visual Tokens":"256","Resolution":"448x448","Fine-tuning":"true"}. This record does not assert independent reproduction. ### PARCEL Accuracy: 47.5. Result ID: 6a197274fbc373592c149f6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Visual Tokens":"64","Resolution":"448x448","Fine-tuning":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.