Showing cs.CVShow all
2 papers · 1 filter
cs.CV2024
Nearest Neighbor Normalization Improves Multimodal Retrieval
Neil Chowdhury, Franklin Wang, Sumedh Shenoy +3
Multimodal models leverage large-scale pre-training to achieve strong but still imperfect performance on tasks such as image captioning, visual question answering, and cross-modal…
cs.CV2024
ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation
Jirayu Burapacheep, Ishan Gaur, Agam Bhatia +1
This paper introduces the ColorSwap dataset, designed to assess and improve the proficiency of multimodal models in matching objects with their colors. The dataset is comprised of…