model (60% for the ATT model, 73% for the MCB model) which is more than the respective average accuracy on the entire VQA validation set (54.13% for the CNN+LSTM model, 57.02% for the ATT model, 60.36% for the MCB model).
our motive is simply to better understand current generation models via their behaviors, and use these observations to guide future choices -do we need novel model classes?