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ResearchFormerly WizWand

Multimodal Machine Translation on EMMT

46.55BLEU ScoreFUSION+PROMPT
37.470839.827942.18544.5421Dec 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FUSION+PROMPTTraining Data=+ PT + MC2022.1246.55
PROMPT-BASEDTraining Data=+ PT + MC2022.1246.28
FUSION-BASEDTraining Data=+ PT + MC2022.1245.93
FUSION+PROMPTTraining Data=+PT2022.1245.2
UPOC2Training Data=+ PT + MC2022.1244.81
Google Translate2022.1244.27
FUSION-BASEDTraining Data=+PT2022.1244.22
PROMPT-BASEDTraining Data=+PT2022.1243.35
Plain TransformerTraining Data=+ PT + MC2022.1242.71
FUSION+PROMPTTraining Data=Triplet Only2022.1242.03
FUSION-BASEDTraining Data=Triplet Only2022.1241.74
PROMPT-BASEDTraining Data=Triplet Only2022.1241.7
Selective AttentionTraining Data=Triplet Only2022.1241.27
UVR-NMTTraining Data=+PT2022.1241.13
Plain TransformerTraining Data=+PT2022.1240.66
UPOC2Training Data=Triplet Only2022.1240.6
Plain TransformerTraining Data=Triplet Only2022.1239.07
UVR-NMTTraining Data=Triplet Only2022.1237.82