# Audio-to-video Retrieval on VGGSound Source: [Audio-to-video Retrieval on VGGSound]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:02.915Z Evaluation of Audio-to-video Retrieval performance on the VGGSound dataset. 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 | Audio-to-video Retrieval | | Dataset (including any stated split) | VGGSound | | Metric | Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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 - [Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Score | Result date | Report paper | | --- | --- | --- | --- | | WAVE 7B | 25.8 | Not recorded | 68fa7ba91e209131cea89bb0 | | encoder-only retrieval model | 8.2 | Not recorded | 68fa7ba91e209131cea89bb0 | ### WAVE 7B Score: 25.8. Result ID: 699e444d5698665ec401f0e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### encoder-only retrieval model Score: 8.2. Result ID: 699e444d5698665ec401f0e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"encoder-only"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.