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Multimodal Machine Translation On Multi30K

Metrics

BLUE (DE-EN)

Results

Performance results of various models on this benchmark

Paper Title
PS-KD32.3Self-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
Transformer29.0Attention 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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Multimodal Machine Translation On Multi30K | SOTA | HyperAI