# Audio-to-Video Retrieval on DiDeMo (test) Source: [Audio-to-Video Retrieval on DiDeMo (test)]() Collection index: [llms.txt]() Data updated: 2026-04-14T09:55:13.664Z Evaluation of Audio-to-Video Retrieval performance on the test split of the DiDeMo dataset, measured using rank-based metrics like R@1 and R@5. 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) | DiDeMo (test) | | Metric | R@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [R@1](): Higher is better; unit: PERCENT. - [R@5](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@1 | Result date | Report paper | | --- | --- | --- | --- | | Full | 19.5 | Not recorded | 69ddca1a7d0172140ec79a57 | | TESLA | 18.9 | Not recorded | 69ddca1a7d0172140ec79a57 | | MTT-VL | 18.8 | Not recorded | 69ddca1a7d0172140ec79a57 | | HoPA | 18.6 | Not recorded | 69ddca1a7d0172140ec79a57 | | RepBlend | 18.2 | Not recorded | 69ddca1a7d0172140ec79a57 | | HoPA | 18.2 | Not recorded | 69ddca1a7d0172140ec79a57 | | HoPA | 18.1 | Not recorded | 69ddca1a7d0172140ec79a57 | | LoRS | 18 | Not recorded | 69ddca1a7d0172140ec79a57 | | TESLA | 16.9 | Not recorded | 69ddca1a7d0172140ec79a57 | | MTT-VL | 16.8 | Not recorded | 69ddca1a7d0172140ec79a57 | | LoRS | 16.3 | Not recorded | 69ddca1a7d0172140ec79a57 | | RepBlend | 16.2 | Not recorded | 69ddca1a7d0172140ec79a57 | | LoRS | 16.1 | Not recorded | 69ddca1a7d0172140ec79a57 | | RepBlend | 16 | Not recorded | 69ddca1a7d0172140ec79a57 | | Random | 15.6 | Not recorded | 69ddca1a7d0172140ec79a57 | | Random | 15.5 | Not recorded | 69ddca1a7d0172140ec79a57 | | Random | 15.4 | Not recorded | 69ddca1a7d0172140ec79a57 | | MTT-VL | 15.4 | Not recorded | 69ddca1a7d0172140ec79a57 | | TESLA | 15.4 | Not recorded | 69ddca1a7d0172140ec79a57 | ### Full R@1: 19.5. Result ID: 69de0ef947f34ce924c5f249. [Reporting paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"-","Time (mins)":"-"}. This record does not assert independent reproduction. ### TESLA R@1: 18.9. Result ID: 69de0ef947f34ce924c5f239. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"100 (1.19%)","Time (mins)":"78.1"}. This record does not assert independent reproduction. ### MTT-VL R@1: 18.8. Result ID: 69de0ef947f34ce924c5f238. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"100 (1.19%)","Time (mins)":"77.3"}. This record does not assert independent reproduction. ### HoPA R@1: 18.6. Result ID: 69de0ef947f34ce924c5f248. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"500 (5.96%)","Time (mins)":"53.6"}. This record does not assert independent reproduction. ### RepBlend R@1: 18.2. Result ID: 69de0ef947f34ce924c5f23b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"100 (1.19%)","Time (mins)":"78.2"}. This record does not assert independent reproduction. ### HoPA R@1: 18.2. Result ID: 69de0ef947f34ce924c5f23c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"100 (1.19%)","Time (mins)":"41.9"}. This record does not assert independent reproduction. ### HoPA R@1: 18.1. Result ID: 69de0ef947f34ce924c5f242. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"200 (2.38%)","Time (mins)":"45.7"}. This record does not assert independent reproduction. ### LoRS R@1: 18. Result ID: 69de0ef947f34ce924c5f23a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"100 (1.19%)","Time (mins)":"79.4"}. This record does not assert independent reproduction. ### TESLA R@1: 16.9. Result ID: 69de0ef947f34ce924c5f23f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"200 (2.38%)","Time (mins)":"97.4"}. This record does not assert independent reproduction. ### MTT-VL R@1: 16.8. Result ID: 69de0ef947f34ce924c5f23e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"200 (2.38%)","Time (mins)":"95.0"}. This record does not assert independent reproduction. ### LoRS R@1: 16.3. Result ID: 69de0ef947f34ce924c5f246. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"500 (5.96%)","Time (mins)":"122.3"}. This record does not assert independent reproduction. ### RepBlend R@1: 16.2. Result ID: 69de0ef947f34ce924c5f247. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"500 (5.96%)","Time (mins)":"122.8"}. This record does not assert independent reproduction. ### LoRS R@1: 16.1. Result ID: 69de0ef947f34ce924c5f240. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"200 (2.38%)","Time (mins)":"96.3"}. This record does not assert independent reproduction. ### RepBlend R@1: 16. Result ID: 69de0ef947f34ce924c5f241. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"200 (2.38%)","Time (mins)":"97.4"}. This record does not assert independent reproduction. ### Random R@1: 15.6. Result ID: 69de0ef947f34ce924c5f243. [Reporting paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"500 (5.96%)","Time (mins)":"-"}. This record does not assert independent reproduction. ### Random R@1: 15.5. Result ID: 69de0ef947f34ce924c5f237. [Reporting paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"100 (1.19%)","Time (mins)":"-"}. This record does not assert independent reproduction. ### Random R@1: 15.4. Result ID: 69de0ef947f34ce924c5f23d. [Reporting paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"200 (2.38%)","Time (mins)":"-"}. This record does not assert independent reproduction. ### MTT-VL R@1: 15.4. Result ID: 69de0ef947f34ce924c5f244. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"500 (5.96%)","Time (mins)":"120.2"}. This record does not assert independent reproduction. ### TESLA R@1: 15.4. Result ID: 69de0ef947f34ce924c5f245. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Triplets (Ratio)":"500 (5.96%)","Time (mins)":"118.9"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.