# Text-to-audio Retrieval on Clotho V2 (test) Source: [Text-to-audio Retrieval on Clotho V2 (test)]() Collection index: [llms.txt]() Data updated: 2026-06-19T08:44:03.526Z Evaluation of Text-to-audio Retrieval performance on the test split of the Clotho V2 dataset, typically measured using metrics like R@1, R@5, R@10, and R@Avg. 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 | Text-to-audio Retrieval | | Dataset (including any stated split) | Clotho V2 (test) | | Metric | R@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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. - [R@10](): Higher is better; unit: PERCENT. - [R@Avg](): Higher is better; unit: PERCENT. - [mAP@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@1 | Result date | Report paper | | --- | --- | --- | --- | | CLAP | 16.56 | Not recorded | 6a34cd23206542251d7c5fdc | | MixProLAP | 15.62 | Not recorded | 6a34cd23206542251d7c5fdc | | CLAP | 14.56 | Not recorded | 6a34cd23206542251d7c5fdc | | MixProLAP | 12.33 | Not recorded | 6a34cd23206542251d7c5fdc | | CLAP (Microsoft) | 4.61 | Not recorded | 692e72a5d6b0dd3342932398 | | WavCaps | 4.38 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_WC/AC/C/f 0.2 | 4.03 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_WC/AC/C/f 0.1 | 3.92 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_WC/AC/C | 3.88 | Not recorded | 692e72a5d6b0dd3342932398 | | CLAP (LAION) | 3.77 | Not recorded | 692e72a5d6b0dd3342932398 | | LanguageBind | 3.75 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_AA/WC/AC/C | 2.9 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_ASC/AA/WC/AC/C/f 0.2 | 2.59 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_ASC/AA/WC/AC/C/f 0.1 | 2.56 | Not recorded | 692e72a5d6b0dd3342932398 | | VAST | 2.3 | Not recorded | 692e72a5d6b0dd3342932398 | | CACARA\_ASC/AA/WC/AC/C | 2.22 | Not recorded | 692e72a5d6b0dd3342932398 | | ImageBind | 1.51 | Not recorded | 692e72a5d6b0dd3342932398 | ### CLAP R@1: 16.56. Result ID: 6a350146fbc373592c327993. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Training Dataset":"ClothoV2"}. This record does not assert independent reproduction. ### MixProLAP R@1: 15.62. Result ID: 6a350146fbc373592c327994. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Training Dataset":"ClothoV2"}. This record does not assert independent reproduction. ### CLAP R@1: 14.56. Result ID: 6a350146fbc373592c327991. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Training Dataset":"AudioCaps"}. This record does not assert independent reproduction. ### MixProLAP R@1: 12.33. Result ID: 6a350146fbc373592c327992. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Training Dataset":"AudioCaps"}. This record does not assert independent reproduction. ### CLAP (Microsoft) R@1: 4.61. Result ID: 6996d4975698665ec420ee8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"BM"}. This record does not assert independent reproduction. ### WavCaps R@1: 4.38. Result ID: 6996d4975698665ec420ee90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"BM"}. This record does not assert independent reproduction. ### CACARA\_WC/AC/C/f 0.2 R@1: 4.03. Result ID: 6996d4975698665ec420ee97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA","f-value":0.2}. This record does not assert independent reproduction. ### CACARA\_WC/AC/C/f 0.1 R@1: 3.92. Result ID: 6996d4975698665ec420ee96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA","f-value":0.1}. This record does not assert independent reproduction. ### CACARA\_WC/AC/C R@1: 3.88. Result ID: 6996d4975698665ec420ee95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA"}. This record does not assert independent reproduction. ### CLAP (LAION) R@1: 3.77. Result ID: 6996d4975698665ec420ee8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"BM"}. This record does not assert independent reproduction. ### LanguageBind R@1: 3.75. Result ID: 6996d4975698665ec420ee93. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"MM"}. This record does not assert independent reproduction. ### CACARA\_AA/WC/AC/C R@1: 2.9. Result ID: 6996d4975698665ec420ee94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA"}. This record does not assert independent reproduction. ### CACARA\_ASC/AA/WC/AC/C/f 0.2 R@1: 2.59. Result ID: 6996d4975698665ec420ee9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA","f-value":0.2}. This record does not assert independent reproduction. ### CACARA\_ASC/AA/WC/AC/C/f 0.1 R@1: 2.56. Result ID: 6996d4975698665ec420ee99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA","f-value":0.1}. This record does not assert independent reproduction. ### VAST R@1: 2.3. Result ID: 6996d4975698665ec420ee92. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"MM"}. This record does not assert independent reproduction. ### CACARA\_ASC/AA/WC/AC/C R@1: 2.22. Result ID: 6996d4975698665ec420ee98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"CACARA"}. This record does not assert independent reproduction. ### ImageBind R@1: 1.51. Result ID: 6996d4975698665ec420ee91. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"MM"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.