Improving Sign Language Translation with Monolingual Data by Sign Back-Translation

Benchmark Model Rank Results
sign-language-recognition-on-csl-dailyBN-TIN+Transf.–Word Error Rate (WER): 33.1
sign-language-recognition-on-rwth-phoenix-weather-2014-tSignBT–Word Error Rate (WER): 23.9
sign-language-translation-on-csl-dailyBN-TIN-Transf.–BLEU-4: 13.19
sign-language-translation-on-csl-dailyBN-TIN-Transf.+SignBT–BLEU-4: 21.34
sign-language-translation-on-rwth-phoenix-weather-2014-tBN-TIN-Transf.–BLEU-4: 21.68
sign-language-translation-on-rwth-phoenix-weather-2014-tBN-TIN-Transf.+SignBT–BLEU-4: 24.32