Modality-Balanced Models for Visual Dialogue
Table 4: Performance of the consensus dropout fusion model and the ensemble model between our image-only model and joint model on the validation dataset of VisDial v1.0 (Img-Only: image-only model, Joint: image-history joint model, CDF: consensus dropout fusion model).
['Models', 'NDCG', 'MRR', 'R@1', 'R@5', 'R@10', 'Mean']
Unlike ensemble way, consensus dropout fusion does not require much increase in the number of model parameters.