Learning to see from experience,but which experience is more propaedeutic?RB: Is the title still ok?
Table 2: Accuracy on the FOIL Classification Task.
['[EMPTY]', '#Epochs', 'Overall', 'Right', 'Wrong']
FOIL Classification Accuracy The overall accuracy of all pre-training task is performing closer to the Random, whereas the fully trained model is performing better than all. However, there is difference in how wrong or right caption accuracy. In all the cases, wrong caption accuracy is less than chance level. Comparatively, Guesser is performing better than other for the wrong caption. For the fully trained model, right is very high, which shows that the model is biased towards right caption. Observe the numbers of epochs taken by the models. All the pre-trained tasks converge faster compare to the fully trained model. The fully trained takes most number of epochs to converge, while RefCOCO lowest.