# Language Modeling on Mandarin Speech-to-Text (STT) (test) Source: [Language Modeling on Mandarin Speech-to-Text (STT) (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:26.240Z Evaluation of Language Modeling performance on the test split of the Mandarin Speech-to-Text (STT) dataset, measured by Word Error Rate (WER). 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 | Language Modeling | | Dataset (including any stated split) | Mandarin Speech-to-Text (STT) (test) | | Metric | WER | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 10 of 10 | | 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 - [WER](): Lower is better; unit: PERCENT. ## Recorded results | Method | WER | Result date | Report paper | | --- | --- | --- | --- | | AA M-FOFE | 5.94 | Not recorded | 68fa6f511e209131cea44fbc | | AD FOFE | 5.98 | Not recorded | 68fa6f511e209131cea44fbc | | AS FOFE | 6 | Not recorded | 68fa6f511e209131cea44fbc | | AA M-FOFE | 6.02 | Not recorded | 68fa6f511e209131cea44fbc | | AS FOFE | 6.04 | Not recorded | 68fa6f511e209131cea44fbc | | AD FOFE | 6.05 | Not recorded | 68fa6f511e209131cea44fbc | | AA FOFE | 6.27 | Not recorded | 68fa6f511e209131cea44fbc | | AA FOFE | 6.27 | Not recorded | 68fa6f511e209131cea44fbc | | AA Transf. | 13.29 | Not recorded | 68fa6f511e209131cea44fbc | | AA Transf. | 13.4 | Not recorded | 68fa6f511e209131cea44fbc | ### AA M-FOFE WER: 5.94. Result ID: 6990b74e3a6c31484902b224. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Agnostic","Model Architecture":"Mixture FOFE","Number of Parameters":"37M"}. This record does not assert independent reproduction. ### AD FOFE WER: 5.98. Result ID: 6990b74e3a6c31484902b22a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Dependent","Model Architecture":"FOFE","Number of Parameters":"34M"}. This record does not assert independent reproduction. ### AS FOFE WER: 6. Result ID: 6990b74e3a6c31484902b226. [Reporting paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Specific","Model Architecture":"FOFE","Number of Parameters":"68M"}. This record does not assert independent reproduction. ### AA M-FOFE WER: 6.02. Result ID: 6990b74e3a6c31484902b229. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Agnostic","Model Architecture":"Mixture FOFE","Number of Parameters":"34M"}. This record does not assert independent reproduction. ### AS FOFE WER: 6.04. Result ID: 6990b74e3a6c31484902b221. [Reporting paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Specific","Model Architecture":"FOFE","Number of Parameters":"58M"}. This record does not assert independent reproduction. ### AD FOFE WER: 6.05. Result ID: 6990b74e3a6c31484902b225. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Dependent","Model Architecture":"FOFE","Number of Parameters":"31M"}. This record does not assert independent reproduction. ### AA FOFE WER: 6.27. Result ID: 6990b74e3a6c31484902b222. [Reporting paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Agnostic","Model Architecture":"FOFE","Number of Parameters":"29M"}. This record does not assert independent reproduction. ### AA FOFE WER: 6.27. Result ID: 6990b74e3a6c31484902b227. [Reporting paper]() Recorded evaluation configuration: {"Application Strategy":"Application-Agnostic","Model Architecture":"FOFE","Number of Parameters":"34M"}. This record does not assert independent reproduction. ### AA Transf. WER: 13.29. Result ID: 6990b74e3a6c31484902b223. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Application Strategy":"Application-Agnostic","Model Architecture":"Transformer","Number of Parameters":"27M"}. This record does not assert independent reproduction. ### AA Transf. WER: 13.4. Result ID: 6990b74e3a6c31484902b228. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Application Strategy":"Application-Agnostic","Model Architecture":"Transformer","Number of Parameters":"34M"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.