| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Machine Translation | Multi30K (test) | BLEU-460.6 | 139 | |
| Multimodal Machine Translation (English-German) | Multi30K 2016 (test) | BLEU42.7 | 52 | |
| Multimodal Machine Translation | Multi30k En-De 2017 (test) | METEOR62.8 | 45 | |
| Multimodal Retrieval | Multi30k (test) | Recall (EN)97.8 | 35 | |
| Multimodal Machine Translation | Multi30k En-Fr 2017 (test) | METEOR76.61 | 31 | |
| Multimodal Machine Translation | Multi30k En-Fr 2016 (test) | METEOR Score81.75 | 30 | |
| Machine Translation | Multi30k En→Fr v1 2017 (test) | BLEU56 | 30 | |
| Machine Translation | Multi30K En → De (test) | METEOR57.2 | 26 | |
| Machine Translation | Multi30k Task1 (en-de) | BLEU Score41.96 | 26 | |
| Machine Translation | Multi30k Task1 en-fr | BLEU Score62.12 | 25 | |
| Machine Translation | Multi30k M30kT (test) | BLEU Score50.77 | 19 | |
| Machine Translation (EN→FR) | Multi30K 2016 (test) | METEOR81.8 | 18 | |
| Multi-modal Machine Translation | Multi30k WMT17 (test) | BLEU42 | 16 | |
| Machine Translation (EN→DE) | Multi30K MSCOCO | BLEU30.7 | 12 | |
| Multimodal Machine Translation | Multi30k 2016 (test) | BLEU44.6 | 11 | |
| Multimodal Machine Translation | Multi30K 2018 (test) | BLEU0.395 | 10 | |
| Machine Translation | Multi30K En → Fr (test) | BLEU56.9 | 9 | |
| Machine Translation (EN→FR) | Multi30K MSCOCO | BLEU46.5 | 9 | |
| Multimodal Machine Translation | Multi30k En-De (MSCOCO) | METEOR56.64 | 9 | |
| Text-to-Image Generation | Multi30K Task2 DE (test) | FID14.93 | 8 | |
| Machine Translation | Multi30k En-De 2016 (test) | METEOR58.5 | 8 | |
| Machine Translation | Multi30k En-Cs 2018 (test) | BLEU35.2 | 8 | |
| Machine Translation | Multi30k En-Cs 2016 (test) | BLEU0.376 | 8 | |
| Multimodal Machine Translation | Multi30k En-Fr (MSCOCO) | METEOR Score70.51 | 8 | |
| Multimodal Translation | Multi30k En-De | BLEU@449.3 | 6 |