A Read-Write Memory Network for Movie Story Understanding
Table 2: Performance comparison for the video+subtitle task on MovieQA public validation/test dataset. (–) means that the method does not participate on the task. Baselines include DEMM (Deep embedded memory network), OVQAP (Only video question answer pairs) and VCFSM (Video clip features with simple MLP).
['Methods', 'Video+Subtitle val', 'Video+Subtitle test']
Results of VQA task. We observe that RWMN achieves the best performance on both validation and test sets. For example, in the test set, RWMN attains 36.25%, which is significantly better than the runner-up DEMN of 29.97%.