# Textual Style Transfer on English Detoxification Dataset Source: [Textual Style Transfer on English Detoxification Dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:32.218Z Evaluation of Textual Style Transfer performance on the English Detoxification Dataset, measured using metrics such as STA, SIM, FL, and J. 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 | Textual Style Transfer | | Dataset (including any stated split) | English Detoxification Dataset | | Metric | STA | | 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 - [STA](): Higher is better; unit: SCALAR. - [SIM](): Higher is better; unit: SCALAR. - [FL](): Higher is better; unit: SCALAR. - [J](): Higher is better; unit: SCALAR. ## Recorded results | Method | STA | Result date | Report paper | | --- | --- | --- | --- | | condBERT | 0.98 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base\* | 0.893 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 | 0.887 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base ENG | 0.86 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 ENG | 0.857 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 small ENG | 0.844 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 3000 ENG | 0.842 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base | 0.833 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 small | 0.826 | Not recorded | 68fa6cbc1e209131cea35b00 | | Delete | 0.81 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 RUS | 0.806 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 small RUS | 0.776 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 (FSMT) | 0.744 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 (Google) | 0.678 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 3000 RUS | 0.547 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base RUS | 0.365 | Not recorded | 68fa6cbc1e209131cea35b00 | ### condBERT STA: 0.98. Result ID: 698f398c3a6c314849f72f93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setup":"Baselines"}. This record does not assert independent reproduction. ### mT5 base\* STA: 0.893. Result ID: 698f398c3a6c314849f72f96. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Multilingual Setup","Training Language":"All English and Russian data available (not equalized)"}. This record does not assert independent reproduction. ### mBART 5000 STA: 0.887. Result ID: 698f398c3a6c314849f72f97. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Multilingual Setup","Training Language":"English and Russian (equalized)","Training Iterations":5000}. This record does not assert independent reproduction. ### mT5 base ENG STA: 0.86. Result ID: 698f398c3a6c314849f72f98. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"English"}. This record does not assert independent reproduction. ### mBART 5000 ENG STA: 0.857. Result ID: 698f398c3a6c314849f72f9e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"English","Training Iterations":5000}. This record does not assert independent reproduction. ### mT5 small ENG STA: 0.844. Result ID: 698f398c3a6c314849f72f9a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"English"}. This record does not assert independent reproduction. ### mBART 3000 ENG STA: 0.842. Result ID: 698f398c3a6c314849f72f9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"English","Training Iterations":3000}. This record does not assert independent reproduction. ### mT5 base STA: 0.833. Result ID: 698f398c3a6c314849f72f94. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Multilingual Setup","Training Language":"English and Russian (equalized)"}. This record does not assert independent reproduction. ### mT5 small STA: 0.826. Result ID: 698f398c3a6c314849f72f95. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Multilingual Setup","Training Language":"English and Russian (equalized)"}. This record does not assert independent reproduction. ### Delete STA: 0.81. Result ID: 698f398c3a6c314849f72f92. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Setup":"Baselines"}. This record does not assert independent reproduction. ### mBART 5000 RUS STA: 0.806. Result ID: 698f398c3a6c314849f72f9f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"Russian","Training Iterations":5000}. This record does not assert independent reproduction. ### mT5 small RUS STA: 0.776. Result ID: 698f398c3a6c314849f72f9b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"Russian"}. This record does not assert independent reproduction. ### mBART 5000 (FSMT) STA: 0.744. Result ID: 698f398c3a6c314849f72fa1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Backtranslation Setup","Engine":"FSMT"}. This record does not assert independent reproduction. ### mBART 5000 (Google) STA: 0.678. Result ID: 698f398c3a6c314849f72fa0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Backtranslation Setup","Engine":"Google"}. This record does not assert independent reproduction. ### mBART 3000 RUS STA: 0.547. Result ID: 698f398c3a6c314849f72f9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"Russian","Training Iterations":3000}. This record does not assert independent reproduction. ### mT5 base RUS STA: 0.365. Result ID: 698f398c3a6c314849f72f99. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"Russian"}. This record does not assert independent reproduction. Page 1 of 1. 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