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SOTA
Multimodal Machine Translation
Multimodal Machine Translation On Multi30K
Multimodal Machine Translation On Multi30K
評価指標
BLUE (DE-EN)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
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モデル名
BLUE (DE-EN)
Paper Title
Repository
PS-KD
32.3
Self-Knowledge Distillation with Progressive Refinement of Targets
ERNIE-UniX2
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ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation
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del
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Distilling Translations with Visual Awareness
IKD-MMT
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Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation
Multimodal Transformer
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Multimodal Transformer for Multimodal Machine Translation
Caglayan
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Multimodal Machine Translation through Visuals and Speech
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ImagiT
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Generative Imagination Elevates Machine Translation
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NMTSRC+IMG
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Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
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IMGD
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Incorporating Global Visual Features into Attention-Based Neural Machine Translation
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del+obj
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Distilling Translations with Visual Awareness
VAG-NMT
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A Visual Attention Grounding Neural Model for Multimodal Machine Translation
DCCN
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Dynamic Context-guided Capsule Network for Multimodal Machine Translation
Transformer
29.0
Attention Is All You Need
Gumbel-Attention MMT
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Gumbel-Attention for Multi-modal Machine Translation
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VMMTF
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Latent Variable Model for Multi-modal Translation
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