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Machine Translation on CoMMuTE En-Cs (Accuracy)

0.556AccuracyVGAMT
0.489440.506720.5240.54128Dec 20, 2022

Evaluation results

MethodLinks
VGAMTObjectives=MMT + VMLM, Mode=Multimodal Machine Translation2022.120.556
Gated Fusion*Objectives=MMT, Mode=Multimodal Machine Translation2022.120.51
Vanilla MT*Objectives=NMT, Mode=Text-only Machine Translation2022.120.5
TLM + MT*Objectives=NMT, Mode=Text-only Machine Translation2022.120.5
mBART + MT*Mode=Text-only Machine Translation2022.120.5
mBART + MT* w/ adaptersObjectives=NMT + MLM, Mode=Text-only Machine Translation2022.120.5
VTLM + MMT*Objectives=MMT, Mode=Multimodal Machine Translation2022.120.5
Graph-MMT*Objectives=MMT, Mode=Multimodal Machine Translation2022.120.492