Multimodal Machine Translation on EMMT (test)
0.6108BLEURTGoogle Translate
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Google Translate2022.12 | 0.6108 | 74.1 | |
| FUSION+PROMPTTraining Data=+ PT + MC2022.12 | 0.6018 | 79.9 | |
| PROMPT-BASEDTraining Data=+ PT + MC2022.12 | 0.598 | 79.2 | |
| FUSION-BASEDTraining Data=+ PT + MC2022.12 | 0.5923 | 81.2 | |
| FUSION+PROMPTTraining Data=+ PT2022.12 | 0.5917 | 79.1 | |
| UVR NMTTraining Data=+ PT2022.12 | 0.5866 | 79.1 | |
| UPOC2Training Data=+ PT + MC2022.12 | 0.5788 | 79.8 | |
| FUSION-BASEDTraining Data=+ PT2022.12 | 0.5782 | 77.8 | |
| PROMPT-BASEDTraining Data=+ PT2022.12 | 0.5772 | 77.5 | |
| FUSION-BASEDTraining Data=Triplet Only2022.12 | 0.576 | 77.1 | |
| Plain TransformerTraining Data=+ PT + MC2022.12 | 0.5662 | 76.1 | |
| FUSION+PROMPTTraining Data=Triplet Only2022.12 | 0.5647 | 80.9 | |
| Selective AttentionTraining Data=Triplet Only2022.12 | 0.5619 | 78.2 | |
| PROMPT-BASEDTraining Data=Triplet Only2022.12 | 0.56 | 79.2 | |
| Plain TransformerTraining Data=+ PT2022.12 | 0.5559 | 75.4 | |
| Plain TransformerTraining Data=Triplet Only2022.12 | 0.5424 | 76.5 | |
| UVR NMTTraining Data=Triplet Only2022.12 | 0.5299 | 79.5 | |
| UPOC2Training Data=Triplet Only2022.12 | 0.4855 | 79.2 |