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Multimodal Machine Translation On Multi30K

Metrics

BLUE (DE-EN)

Results

Performance results of various models on this benchmark

		Paper Title	Repository
PS-KD	32.3	Self-Knowledge Distillation with Progressive Refinement of Targets
ERNIE-UniX2	-	ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation	-
del	-	Distilling Translations with Visual Awareness
IKD-MMT	-	Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation
Multimodal Transformer	-	Multimodal Transformer for Multimodal Machine Translation	-
Caglayan	-	Multimodal Machine Translation through Visuals and Speech	-
ImagiT	-	Generative Imagination Elevates Machine Translation	-
NMTSRC+IMG	-	Doubly-Attentive Decoder for Multi-modal Neural Machine Translation	-
IMGD	-	Incorporating Global Visual Features into Attention-Based Neural Machine Translation	-
del+obj	-	Distilling Translations with Visual Awareness
VAG-NMT	-	A Visual Attention Grounding Neural Model for Multimodal Machine Translation
DCCN	-	Dynamic Context-guided Capsule Network for Multimodal Machine Translation
Transformer	29.0	Attention Is All You Need
Gumbel-Attention MMT	-	Gumbel-Attention for Multi-modal Machine Translation	-
VMMTF	-	Latent Variable Model for Multi-modal Translation

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