Video Question Answering via Attribute-Augmented Attention Network Learning
Table 2. Experimental results on both open-ended and multiple-choice video question answering tasks.
['Method', 'Open-ended VQA task question type What', 'Open-ended VQA task question type Who', 'Open-ended VQA task question type Other', 'Open-ended VQA task question type Total accuracy', 'Multiple-choice VQA task question type What', 'Multiple-choice VQA task question type Who', 'Multiple-choice VQA task question type Other', 'Multiple-choice VQA task question type Total accuracy']
The hyperparameters and parameters which achieve the best performance on the validation set are chosen to conduct the testing evaluation. We report the average value of all the methods on three evaluation criteria.