# Response Ranking on ParaS2SBench Source: [Response Ranking on ParaS2SBench]() Collection index: [llms.txt]() Data updated: 2026-03-09T06:59:19.292Z Evaluation of response ranking performance on the ParaS2SBench dataset, focusing on demographic and sentiment attributes like Age, Emotion, Gender, and Sarcasm. 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 | Response Ranking | | Dataset (including any stated split) | ParaS2SBench | | Metric | Age Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Age Score](): Higher is better; unit: SCALAR. - [Emotion Score](): Higher is better; unit: SCALAR. - [Gender Score](): Higher is better; unit: SCALAR. - [Sarcasm Score](): Higher is better; unit: SCALAR. - [Average Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Age Score | Result date | Report paper | | --- | --- | --- | --- | | gpt-4o-mini-tts (good) | 4.42 | Not recorded | 691566140052cac1dc65d8c4 | | Sesame | 4.412 | Not recorded | 691566140052cac1dc65d8c4 | | YourTTS | 4.41 | Not recorded | 691566140052cac1dc65d8c4 | | gpt-4o-mini-tts (good) | 4.38 | Not recorded | 691566140052cac1dc65d8c4 | | CosyVoice | 4.38 | Not recorded | 691566140052cac1dc65d8c4 | | Sesame | 4.216 | Not recorded | 691566140052cac1dc65d8c4 | | YourTTS | 4.037 | Not recorded | 691566140052cac1dc65d8c4 | | CosyVoice | 3.994 | Not recorded | 691566140052cac1dc65d8c4 | | Qwen2.5 Omni | 2.93 | Not recorded | 691566140052cac1dc65d8c4 | | Qwen2.5 Omni | 2.728 | Not recorded | 691566140052cac1dc65d8c4 | | gpt-4o-audio-preview | 2.685 | Not recorded | 691566140052cac1dc65d8c4 | | gpt-4o-audio-preview | 2.63 | Not recorded | 691566140052cac1dc65d8c4 | | GLM-4-Voice | 2.57 | Not recorded | 691566140052cac1dc65d8c4 | | GLM-4-Voice | 2.493 | Not recorded | 691566140052cac1dc65d8c4 | | gpt-4o-mini-tts (bad) | 1.215 | Not recorded | 691566140052cac1dc65d8c4 | | gpt-4o-mini-tts (bad) | 1.177 | Not recorded | 691566140052cac1dc65d8c4 | ### gpt-4o-mini-tts (good) Age Score: 4.42. Result ID: 69ae6e916dbb7075b955f636. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### Sesame Age Score: 4.412. Result ID: 69ae6e916dbb7075b955f63a. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### YourTTS Age Score: 4.41. Result ID: 69ae6e916dbb7075b955f63e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### gpt-4o-mini-tts (good) Age Score: 4.38. Result ID: 69ae6e916dbb7075b955f637. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### CosyVoice Age Score: 4.38. Result ID: 69ae6e916dbb7075b955f63c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### Sesame Age Score: 4.216. Result ID: 69ae6e916dbb7075b955f63b. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### YourTTS Age Score: 4.037. Result ID: 69ae6e916dbb7075b955f63f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### CosyVoice Age Score: 3.994. Result ID: 69ae6e916dbb7075b955f63d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### Qwen2.5 Omni Age Score: 2.93. Result ID: 69ae6e916dbb7075b955f642. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"S2S models"}. This record does not assert independent reproduction. ### Qwen2.5 Omni Age Score: 2.728. Result ID: 69ae6e916dbb7075b955f643. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"S2S models"}. This record does not assert independent reproduction. ### gpt-4o-audio-preview Age Score: 2.685. Result ID: 69ae6e916dbb7075b955f640. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"S2S models"}. This record does not assert independent reproduction. ### gpt-4o-audio-preview Age Score: 2.63. Result ID: 69ae6e916dbb7075b955f641. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"S2S models"}. This record does not assert independent reproduction. ### GLM-4-Voice Age Score: 2.57. Result ID: 69ae6e916dbb7075b955f644. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"S2S models"}. This record does not assert independent reproduction. ### GLM-4-Voice Age Score: 2.493. Result ID: 69ae6e916dbb7075b955f645. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"S2S models"}. This record does not assert independent reproduction. ### gpt-4o-mini-tts (bad) Age Score: 1.215. Result ID: 69ae6e916dbb7075b955f638. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Auto","Model Category":"TTS-based"}. This record does not assert independent reproduction. ### gpt-4o-mini-tts (bad) Age Score: 1.177. Result ID: 69ae6e916dbb7075b955f639. [Reporting paper]() Recorded evaluation configuration: {"Judge":"Human","Model Category":"TTS-based"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.