Ontological Approach to Image Captioning Evaluation
Д. В. Шункевич, Н. А. Искра · Pattern Recognition and Image Analysis · 2020
Abstract The paper considers the ontology of the existing metrics widely used for image captioning task evaluation. It is shown how the ontological approach provides more natural and resilient way to image captioning quality assurance in comparison with machine translation metrics variations. Another important problem, discussed in the paper, is the information support for researchers in the field of image captioning.