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ResearchFormerly WizWand

Multimodal Abstractive Summarization on MM-Sum Swahili low-resource

38.02ROUGE-1SOV-MAS
34.06835.09436.1237.146Dec 15, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SOV-MASTraining Setting=Multilingual Training, Visual Features=ViT2022.1238.0217.8130.91
VG-mT5Training Setting=Multilingual Training, Visual Features=ViT2022.1237.1317.230.07
mT5Training Setting=Multilingual Training, Visual Features=ViT2022.1236.7516.2629.49
VG-mT5Training Setting=Monolingual Training, Visual Features=ViT2022.1234.711527.91
SOV-MASTraining Setting=Monolingual Training, Visual Features=ViT2022.1234.5714.9527.72
mT5Training Setting=Monolingual Training, Visual Features=ViT2022.1234.2214.7627.61