# Textual Style Transfer on Russian Detoxification Dataset Source: [Textual Style Transfer on Russian Detoxification Dataset]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:32.202Z Evaluation of Textual Style Transfer performance on the Russian Detoxification Dataset, measured using metrics like 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) | Russian 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 | | --- | --- | --- | --- | | mBART 3000 ENG | 0.923 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 ENG | 0.9 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base ENG | 0.838 | Not recorded | 68fa6cbc1e209131cea35b00 | | condBERT | 0.819 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 small ENG | 0.805 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base\* | 0.773 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base | 0.772 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 small | 0.745 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 (FSMT) | 0.737 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 RUS | 0.724 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 3000 RUS | 0.699 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 | 0.685 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 base RUS | 0.676 | Not recorded | 68fa6cbc1e209131cea35b00 | | mBART 5000 (Google) | 0.675 | Not recorded | 68fa6cbc1e209131cea35b00 | | mT5 small RUS | 0.559 | Not recorded | 68fa6cbc1e209131cea35b00 | | Delete | 0.532 | Not recorded | 68fa6cbc1e209131cea35b00 | ### mBART 3000 ENG STA: 0.923. Result ID: 698f398c3a6c314849f72f8c. [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. ### mBART 5000 ENG STA: 0.9. Result ID: 698f398c3a6c314849f72f8e. [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 base ENG STA: 0.838. Result ID: 698f398c3a6c314849f72f88. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"English"}. This record does not assert independent reproduction. ### condBERT STA: 0.819. Result ID: 698f398c3a6c314849f72f83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Setup":"Baselines"}. This record does not assert independent reproduction. ### mT5 small ENG STA: 0.805. Result ID: 698f398c3a6c314849f72f8a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"English"}. This record does not assert independent reproduction. ### mT5 base\* STA: 0.773. Result ID: 698f398c3a6c314849f72f86. [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. ### mT5 base STA: 0.772. Result ID: 698f398c3a6c314849f72f84. [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: 0.745. Result ID: 698f398c3a6c314849f72f85. [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. ### mBART 5000 (FSMT) STA: 0.737. Result ID: 698f398c3a6c314849f72f91. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Backtranslation Setup","Engine":"FSMT"}. This record does not assert independent reproduction. ### mBART 5000 RUS STA: 0.724. Result ID: 698f398c3a6c314849f72f8f. [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. ### mBART 3000 RUS STA: 0.699. Result ID: 698f398c3a6c314849f72f8d. [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. ### mBART 5000 STA: 0.685. Result ID: 698f398c3a6c314849f72f87. [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 RUS STA: 0.676. Result ID: 698f398c3a6c314849f72f89. [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 (Google) STA: 0.675. Result ID: 698f398c3a6c314849f72f90. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Backtranslation Setup","Engine":"Google"}. This record does not assert independent reproduction. ### mT5 small RUS STA: 0.559. Result ID: 698f398c3a6c314849f72f8b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Setup":"Cross-lingual Setup","Training Language":"Russian"}. This record does not assert independent reproduction. ### Delete STA: 0.532. Result ID: 698f398c3a6c314849f72f82. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Setup":"Baselines"}. 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