# Visual Question Answering on DME-VQA Source: [Visual Question Answering on DME-VQA]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:54:24.231Z Evaluation of model performance on the DME-VQA dataset for visual question answering, utilizing specific metrics like Overall, Grade, Whole, Macula, and Region 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) | DME-VQA | | Metric | Overall Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Overall Accuracy](): Higher is better; unit: PERCENT. - [Grade Accuracy](): Higher is better; unit: PERCENT. - [Whole Accuracy](): Higher is better; unit: PERCENT. - [Macula Accuracy](): Higher is better; unit: PERCENT. - [Region Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Localized Attention | 84.2 | Not recorded | 68fa6fe71e209131cea480bc | | Draw Region | 83 | Not recorded | 68fa6fe71e209131cea480bc | | Crop Region | 81.4 | Not recorded | 68fa6fe71e209131cea480bc | | No Mask | 61.1 | Not recorded | 68fa6fe71e209131cea480bc | | Region in Text | 60 | Not recorded | 68fa6fe71e209131cea480bc | ### Localized Attention Overall Accuracy: 84.2. Result ID: 6990f16b3a6c314849047ae1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Draw Region Overall Accuracy: 83. Result ID: 6990f16b3a6c314849047ae0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Crop Region Overall Accuracy: 81.4. Result ID: 6990f16b3a6c314849047adf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### No Mask Overall Accuracy: 61.1. Result ID: 6990f16b3a6c314849047add. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Region in Text Overall Accuracy: 60. Result ID: 6990f16b3a6c314849047ade. [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.