# Visual Question Answering on InfoGraphic-VQA (val) Source: [Visual Question Answering on InfoGraphic-VQA (val)]() Collection index: [llms.txt]() Data updated: 2026-03-16T10:39:26.105Z Evaluation of model performance on the validation split of the InfoGraphic-VQA dataset for Visual Question Answering, 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) | InfoGraphic-VQA (val) | | 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 | | --- | --- | --- | --- | | Qwen2.5-VL-7B + Cont. Reward | 81.06 | Not recorded | 691ff210d6b0dd334292e6db | | Qwen2.5-VL-7B + Discrete Reward | 80.52 | Not recorded | 691ff210d6b0dd334292e6db | | Qwen2.5-VL-7B (Baseline) | 80.44 | Not recorded | 691ff210d6b0dd334292e6db | | Vision-Zero | 80.35 | Not recorded | 691ff210d6b0dd334292e6db | ### Qwen2.5-VL-7B + Cont. Reward Accuracy: 81.06. Result ID: 69b7ddd647f34ce924a04a1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"reward\_type":"Continuous"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B + Discrete Reward Accuracy: 80.52. Result ID: 69b7ddd647f34ce924a04a1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"reward\_type":"Discrete"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B (Baseline) Accuracy: 80.44. Result ID: 69b7ddd647f34ce924a04a1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Vision-Zero Accuracy: 80.35. Result ID: 69b7ddd647f34ce924a04a19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"external supervision":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.