VisualBERT: A Simple and PerformantBaseline for Vision and Language
Table 4: Comparison with the state-of-the-art model on the Flickr30K. VisualBERT holds a clear advantage over BAN.
['Model', 'R@1 Dev', 'R@1 Test', 'R@5 Dev', 'R@5 Test', 'R@10 Dev', 'R@10 Test', 'Upper Bound Dev', 'Upper Bound Test']
VisualBERT outperforms the current state-of-the-art model BAN. In this setting, we do not observe a significant difference between the ablation model without early fusion and our full model, arguing that perhaps a shallower architecture is sufficient for this task.