# Chart Question Answering on CCBench Source: [Chart Question Answering on CCBench]() Collection index: [llms.txt]() Data updated: 2026-05-19T07:41:04.819Z Evaluation of model performance on the CCBench 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) | CCBench | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 | | --- | --- | --- | --- | | InternVL3.5-38B | 77.96 | Not recorded | 6a0bee84dbc836b87d82c339 | | F3A | 77.57 | Not recorded | 6a0bee84dbc836b87d82c339 | | F3A | 77.27 | Not recorded | 6a0bee84dbc836b87d82c339 | | FastV | 77.03 | Not recorded | 6a0bee84dbc836b87d82c339 | | VisionZip | 76.96 | Not recorded | 6a0bee84dbc836b87d82c339 | | DivPrune | 76.79 | Not recorded | 6a0bee84dbc836b87d82c339 | | CDPruner | 76.64 | Not recorded | 6a0bee84dbc836b87d82c339 | | FastV | 76.32 | Not recorded | 6a0bee84dbc836b87d82c339 | | DivPrune | 76.32 | Not recorded | 6a0bee84dbc836b87d82c339 | | CDPruner | 76.24 | Not recorded | 6a0bee84dbc836b87d82c339 | | VisionZip | 75.69 | Not recorded | 6a0bee84dbc836b87d82c339 | | F3A | 74.45 | Not recorded | 6a0bee84dbc836b87d82c339 | | FastV | 74.06 | Not recorded | 6a0bee84dbc836b87d82c339 | | CDPruner | 73.91 | Not recorded | 6a0bee84dbc836b87d82c339 | | VisionZip | 73.37 | Not recorded | 6a0bee84dbc836b87d82c339 | | DivPrune | 73.24 | Not recorded | 6a0bee84dbc836b87d82c339 | ### InternVL3.5-38B Accuracy: 77.96. Result ID: 6a0c13f2fbc373592c01d195. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Ratio":"100%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### F3A Accuracy: 77.57. Result ID: 6a0c13f2fbc373592c01d19f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"40%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### F3A Accuracy: 77.27. Result ID: 6a0c13f2fbc373592c01d19a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"60%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### FastV Accuracy: 77.03. Result ID: 6a0c13f2fbc373592c01d197. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"60%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### VisionZip Accuracy: 76.96. Result ID: 6a0c13f2fbc373592c01d199. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Ratio":"60%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### DivPrune Accuracy: 76.79. Result ID: 6a0c13f2fbc373592c01d198. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"60%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### CDPruner Accuracy: 76.64. Result ID: 6a0c13f2fbc373592c01d196. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"60%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### FastV Accuracy: 76.32. Result ID: 6a0c13f2fbc373592c01d19c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"40%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### DivPrune Accuracy: 76.32. Result ID: 6a0c13f2fbc373592c01d19d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"40%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### CDPruner Accuracy: 76.24. Result ID: 6a0c13f2fbc373592c01d19b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"40%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### VisionZip Accuracy: 75.69. Result ID: 6a0c13f2fbc373592c01d19e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Ratio":"40%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### F3A Accuracy: 74.45. Result ID: 6a0c13f2fbc373592c01d1a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"20%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### FastV Accuracy: 74.06. Result ID: 6a0c13f2fbc373592c01d1a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"20%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### CDPruner Accuracy: 73.91. Result ID: 6a0c13f2fbc373592c01d1a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"20%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### VisionZip Accuracy: 73.37. Result ID: 6a0c13f2fbc373592c01d1a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Ratio":"20%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. ### DivPrune Accuracy: 73.24. Result ID: 6a0c13f2fbc373592c01d1a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Ratio":"20%","Backbone":"InternVL3.5-38B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.