# Sign Language Translation on SP-10 1.0 (test) Source: [Sign Language Translation on SP-10 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:37:00.007Z Evaluation of Sign Language Translation performance using the test split of the SP-10 version 1.0 dataset, measured using sequence generation metrics like BLEU and ROUGE. 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 | Sign Language Translation | | Dataset (including any stated split) | SP-10 1.0 (test) | | Metric | BLEU | | Unit | SCALAR | | Direction | Higher 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 - [BLEU](): Higher is better; unit: SCALAR. - [ROUGE](): Higher is better; unit: SCALAR. ## Recorded results | Method | BLEU | Result date | Report paper | | --- | --- | --- | --- | | One-to-one SLT | 7.32 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 7.23 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 6.84 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 6.23 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 5.77 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 4.76 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 4.25 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 4.23 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 2.59 | Not recorded | 68fa78e81e209131cea7b21d | | One-to-one SLT | 2.42 | Not recorded | 68fa78e81e209131cea7b21d | ### One-to-one SLT BLEU: 7.32. Result ID: 6995acb63badfaffe6ab6e6d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"csl → zh"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 7.23. Result ID: 6995acb63badfaffe6ab6e74. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"swl → sv"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 6.84. Result ID: 6995acb63badfaffe6ab6e6e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"ukl → uk"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 6.23. Result ID: 6995acb63badfaffe6ab6e76. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"bfi → en"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 5.77. Result ID: 6995acb63badfaffe6ab6e71. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"gsg → de"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 4.76. Result ID: 6995acb63badfaffe6ab6e72. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"ise → it"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 4.25. Result ID: 6995acb63badfaffe6ab6e70. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"icl → is"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 4.23. Result ID: 6995acb63badfaffe6ab6e6f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"rsl → ru"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 2.59. Result ID: 6995acb63badfaffe6ab6e73. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"bqn → bg"}. This record does not assert independent reproduction. ### One-to-one SLT BLEU: 2.42. Result ID: 6995acb63badfaffe6ab6e75. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Language Pair":"lls → lt"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.