| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Machine Translation | TED data (test) | ChrF++63.3 | 94 | |
| English-German document-level translation | TED English-German (test) | s-BLEU0.2806 | 20 | |
| Document-Level Machine Translation | TED15 Zh-En 2010-2013 (test) | d-BLEU31.4 | 16 | |
| Speech Recognition | TED | WER8.1 | 15 | |
| One-to-Many Multilingual Machine Translation | TED-8-DIVERSE base (test) | BLEU23.55 | 14 | |
| Many-to-One Multilingual Machine Translation | TED-8-DIVERSE base (test) | BLEU31.05 | 14 | |
| Machine Translation | TED data (test) | ChrF++62.7 | 12 | |
| Machine Translation | TED (test) | RU-EN Score28.3 | 12 | |
| Multilingual Many-to-One Machine Translation | TED-59 | AZ Score69.27 | 9 | |
| Co-speech gesture synthesis | TED (test) | FGD0 | 9 | |
| 3D co-speech gesture synthesis | TED (test) | MAJE0 | 8 | |
| Machine Translation (tr→en) | TED (test) | BLEU Score27.7 | 7 | |
| Machine Translation (tr->en) | TED | ChrF++0.482 | 7 | |
| Co-speech gesture generation | TED Expressive | FGD0 | 7 | |
| Machine Translation | TED low-resource En-Sk (test) | BLEU24.61 | 7 | |
| Document Classification | TED corpus | English48.1 | 7 | |
| Document Classification | TED corpus L2 -> en (test) | Arabic45.2 | 7 | |
| Machine Translation (X→En) | TED (test) | BLEU (Low Resource)0.22 | 6 | |
| Machine Translation (en→tr) | TED (test) | BLEU15.7 | 6 | |
| Machine Translation (en->tr) | TED | ChrF++42.2 | 6 | |
| Machine Translation (English-to-Vietnamese) | TED 2013 (test) | BLEU28.47 | 6 | |
| Machine Translation | TED Sk-En | BLEU33.34 | 5 | |
| Machine Translation (ko→en) | TED (test) | BLEU19.3 | 5 | |
| Machine Translation (ru→en) | TED (test) | BLEU28.3 | 5 | |
| Machine Translation (pt→en) | TED (test) | BLEU0.452 | 5 |