# Visual Question Answering on DAQUAR all Multiple answers Source: [Visual Question Answering on DAQUAR all Multiple answers]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:11.688Z Evaluation of model performance on the DAQUAR dataset (all Multiple answers variant) for visual question answering capabilities, reporting Accuracy and WUPS scores. 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) | DAQUAR all Multiple answers | | Metric | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [WUPS (0.9)](): Higher is better; unit: PERCENT. - [WUPS (0.0)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Human | 50.2 | Not recorded | 68fa622a1e209131ce9f7cba | | DPPnet | 25.6 | Not recorded | 68fa622a1e209131ce9f7cba | | ConvQA | 20.69 | Not recorded | 68fa622a1e209131ce9f7cba | | Askneuron | 17.49 | Not recorded | 68fa622a1e209131ce9f7cba | | Multiworld | 7.86 | Not recorded | 68fa622a1e209131ce9f7cba | ### Human Accuracy: 50.2. Result ID: 698bd2cb7a967eddb7719cb3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DPPnet Accuracy: 25.6. Result ID: 698bd2cb7a967eddb7719cb7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ConvQA Accuracy: 20.69. Result ID: 698bd2cb7a967eddb7719cb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Askneuron Accuracy: 17.49. Result ID: 698bd2cb7a967eddb7719cb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Multiworld Accuracy: 7.86. Result ID: 698bd2cb7a967eddb7719cb4. [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.