Modality-Balanced Models for Visual Dialogue
Table 7: Consensus dropout fusion and different dropout rates. With different dropout rates, consensus dropout fusion model yields different scores of all metrics. (CDF: consensus dropout fusion model).
['Models', 'NDCG', 'MRR', 'R@1', 'R@5', 'R@10', 'Mean']
Consensus Dropout Fusion and Dropout Rate: By changing the dropout rate, we can modulate the influence of each model (image-only and joint models) over the combined model. We choose a value of 0.25 for the dropout rate since it yields more balanced scores over all metrics.