Adjusting Image Attributes of Localized Regions with Low-level Dialogue
Table 1: NLU F1 scores on ILLC-IER dataset (Section 4) and user study dialogues (Section 6).
['Dataset', 'action', 'attribute', 'refer', 'value', 'Mean']
Though Attribute and value retained a F1 score of over 90%, action, refer dropped from 96% to 63%. This coincides with the system feature ratings from the users, which gave a better rating for NLU-attribute/value than for NLU-refer.