| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Continuous Sign Language Recognition | PHOENIX 2014 (dev) | Word Error Rate17.3 | 188 | |
| Continuous Sign Language Recognition | PHOENIX-2014 (test) | WER17.7 | 185 | |
| Sign Language Translation | PHOENIX-2014T (test) | BLEU-429.03 | 159 | |
| Sign Language Translation | PHOENIX-2014T (dev) | BLEU-4 Score28.66 | 111 | |
| Continuous Sign Language Recognition | PHOENIX14-T (dev) | WER17 | 75 | |
| Sign Language Translation | PHOENIX14T (test) | BLEU-429.27 | 50 | |
| Continuous Sign Language Recognition | PHOENIX-2014T (test) | WER18.5 | 43 | |
| Sign Language Recognition | Phoenix 2014T (test) | WER0.193 | 41 | |
| Continuous Sign Language Recognition | Phoenix14 (test) | WER17.6 | 39 | |
| Sign Language Recognition | Phoenix 2014 (dev) | WER17.7 | 32 | |
| Continuous Sign Language Recognition | Phoenix14 (dev) | WER17.4 | 29 | |
| Sign Language Production | PHOENIX14T (test) | BLEU-413.31 | 20 | |
| Sign Language Recognition | Phoenix 2014 (test) | WER18.8 | 17 | |
| Continuous Sign Language Recognition | PHOENIX 14 (dev test) | WER (Dev)18 | 16 | |
| Continuous Sign Language Recognition | PHOENIX14-T (dev test) | WER (Dev)17.7 | 14 | |
| Continuous Sign Language Recognition | PHOENIX14-T 2018 (test) | WER19.4 | 13 | |
| Continuous Sign Language Recognition | PHOENIX14-T 2018 (dev) | WER18.3 | 13 | |
| Continuous Sign Language Recognition | PHOENIX14 2015 (dev) | Deletion Rate5.5 | 13 | |
| Spoken Language Glossification | PHOENIX14T (test) | BLEU-425.7 | 12 | |
| Spoken Language Glossification | PHOENIX14T (dev) | BLEU-428.24 | 7 | |
| Sign language generation | PHOENIX14T | BLEU-137.46 | 5 | |
| Sign Language Translation | PHOENIX 2014T | Joint-SLT22.79 | 5 | |
| Representation Density | PHOENIX-2014T | SDR92.59 | 5 | |
| Sign Language Production | PHOENIX14T | User Study Score3.21 | 5 | |
| Continuous Sign Language Recognition | PHOENIX-2014-SI (test) | WER32.7 | 5 |