Papers with color mapping
MAPWise: Evaluating Vision-Language Models for Advanced Map Queries (2025.naacl-long)
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| Challenge: | Vision-language models excel at tasks requiring joint understanding of visual information and natural language. |
| Approach: | They propose to use choropleth maps to answer questions from three geographical regions in the United States, India, China as question templates. |
| Outcome: | The proposed model outperforms other models in the area of visual language and visual question answering. |