Machine Translation (EN→FR) on Multi30K MSCOCO
46.5BLEUVALHALLA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VALHALLATranslation Setting=Text-Only, Ground-truth Visual Tokens usage=false, Model Averaging=true2022.05 | 46.5 | 71.4 | |
| VALHALLA (M)Translation Setting=Multimodal, Ground-truth Visual Tokens usage=true, Model Averaging=true2022.05 | 46.4 | 71.3 | |
| VALHALLA (M)Translation Setting=Multimodal, Ground-truth Visual Tokens usage=true, Model Averaging=false2022.05 | 45.7 | 71 | |
| VALHALLATranslation Setting=Text-Only, Ground-truth Visual Tokens usage=false, Model Averaging=false2022.05 | 45.7 | 70.9 | |
| DCCNTranslation Setting=Multimodal2022.05 | 45.4 | 65 | |
| ImagiTTranslation Setting=Text-Only2022.05 | 45.3 | 65 | |
| Gated FusionTranslation Setting=Multimodal2022.05 | 44.9 | 70.5 | |
| RMMTTranslation Setting=Text-Only2022.05 | 44.5 | 70.2 | |
| CAP-ALLTranslation Setting=Multimodal2022.05 | 44.3 | 62.6 |