# Visual Question Answering on InfoSeek (Acc, SR img, SR txt) Source: [Visual Question Answering on InfoSeek (Acc, SR img, SR txt)]() Collection index: [llms.txt]() Data updated: 2026-03-04T13:58:03.527Z Evaluation of Visual Question Answering performance on the InfoSeek dataset, reporting Accuracy, Success Rate for image context (SR img), and Success Rate for text context (SR txt). 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) | InfoSeek | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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. - [SR (Image)](): Higher is better; unit: PERCENT. - [SR (Text)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MMSearch-R1 | 34.6 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | TA | 22.85 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | Qwen-VL-RAG | 21.3 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | OBM | 19.65 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | Qwen-VL-R1 | 19.45 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | Qwen-VL-DA | 17.9 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | TIES | 15.1 | Not recorded | 69a66c1d2d603e6de3e3cee5 | | DARE | 10.65 | Not recorded | 69a66c1d2d603e6de3e3cee5 | ### MMSearch-R1 Accuracy: 34.6. Result ID: 69a83a696dbb7075b94ee317. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Type":"Trained Base Model"}. This record does not assert independent reproduction. ### TA Accuracy: 22.85. Result ID: 69a83a696dbb7075b94ee31b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Merging Strategy":"Task Arithmetic"}. This record does not assert independent reproduction. ### Qwen-VL-RAG Accuracy: 21.3. Result ID: 69a83a696dbb7075b94ee31a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Workflow":"RAG-based"}. This record does not assert independent reproduction. ### OBM Accuracy: 19.65. Result ID: 69a83a696dbb7075b94ee31e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Merging Strategy":"Optimal Brain Merging"}. This record does not assert independent reproduction. ### Qwen-VL-R1 Accuracy: 19.45. Result ID: 69a83a696dbb7075b94ee319. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Workflow":"Search-augmented"}. This record does not assert independent reproduction. ### Qwen-VL-DA Accuracy: 17.9. Result ID: 69a83a696dbb7075b94ee318. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Workflow":"Direct Answering"}. This record does not assert independent reproduction. ### TIES Accuracy: 15.1. Result ID: 69a83a696dbb7075b94ee31c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Merging Strategy":"TIES-Merging"}. This record does not assert independent reproduction. ### DARE Accuracy: 10.65. Result ID: 69a83a696dbb7075b94ee31d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Merging Strategy":"DARE"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.