# Speech-to-Image Retrieval on Places audio caption dataset 1,000 image/caption (held out) Source: [Speech-to-Image Retrieval on Places audio caption dataset 1,000 image/caption (held out)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:22.000Z Evaluation of Speech-to-Image Retrieval performance on the held-out 1,000 image/caption subset of the Places audio caption dataset, measured using R@K metrics. 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 | Speech-to-Image Retrieval | | Dataset (including any stated split) | Places audio caption dataset 1,000 image/caption (held out) | | Metric | R@1 | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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: SCALAR. - [R@5](): Higher is better; unit: SCALAR. - [R@10](): Higher is better; unit: SCALAR. ## Recorded results | Method | R@1 | Result date | Report paper | | --- | --- | --- | --- | | MISA | 0.271 | Not recorded | 68fa642c1e209131cea03264 | | SISA | 0.23 | Not recorded | 68fa642c1e209131cea03264 | | SIMA | 0.215 | Not recorded | 68fa642c1e209131cea03264 | | MISA | 0.2 | Not recorded | 68fa642c1e209131cea03264 | | SISA | 0.165 | Not recorded | 68fa642c1e209131cea03264 | | MISA | 0.162 | Not recorded | 68fa642c1e209131cea03264 | | \[43\] | 0.161 | Not recorded | 68fa642c1e209131cea03264 | | \[19\] | 0.148 | Not recorded | 68fa642c1e209131cea03264 | | SIMA | 0.147 | Not recorded | 68fa642c1e209131cea03264 | | SISA | 0.136 | Not recorded | 68fa642c1e209131cea03264 | | SIMA | 0.134 | Not recorded | 68fa642c1e209131cea03264 | | MISA | 0.079 | Not recorded | 68fa642c1e209131cea03264 | | SIMA | 0.073 | Not recorded | 68fa642c1e209131cea03264 | | SISA | 0.063 | Not recorded | 68fa642c1e209131cea03264 | ### MISA R@1: 0.271. Result ID: 698c7e2937894ef7d9cecbb9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### SISA R@1: 0.23. Result ID: 698c7e2937894ef7d9cecbb8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### SIMA R@1: 0.215. Result ID: 698c7e2937894ef7d9cecbba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### MISA R@1: 0.2. Result ID: 698c1598f729bc7f68e83114. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### SISA R@1: 0.165. Result ID: 698c1598f729bc7f68e83113. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### MISA R@1: 0.162. Result ID: 698c7e2937894ef7d9cecbb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":false}. This record does not assert independent reproduction. ### \[43\] R@1: 0.161. Result ID: 698c1598f729bc7f68e83117. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### \[19\] R@1: 0.148. Result ID: 698c1598f729bc7f68e83116. [Reporting paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### SIMA R@1: 0.147. Result ID: 698c1598f729bc7f68e83115. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":true}. This record does not assert independent reproduction. ### SISA R@1: 0.136. Result ID: 698c7e2937894ef7d9cecbb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":false}. This record does not assert independent reproduction. ### SIMA R@1: 0.134. Result ID: 698c7e2937894ef7d9cecbb7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":false}. This record does not assert independent reproduction. ### MISA R@1: 0.079. Result ID: 698c1598f729bc7f68e83111. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":false}. This record does not assert independent reproduction. ### SIMA R@1: 0.073. Result ID: 698c1598f729bc7f68e83112. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":false}. This record does not assert independent reproduction. ### SISA R@1: 0.063. Result ID: 698c1598f729bc7f68e83110. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"ImageNet pre-trained":false}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.