LightCap's Success on Nocaps: Limitations and Opportunities for Growth | HackerNoon
The proposed framework exhibits super-balanced performance and efficiency, but has limitations such as the computational cost of the visual backbone and restricted training data.
Comparing Chameleon AI to Leading Image-to-Text Models | HackerNoon
In evaluating Chameleon, we focus on tasks requiring text generation conditioned on images, particularly image captioning and visual question-answering, with results grouped by task specificity.