Improve model card: Add metadata and GitHub link (#2)
Browse files- Improve model card: Add metadata and GitHub link (02c50a777bbe412ddd6216e40fd5f5031c429a02)
Co-authored-by: Niels Rogge <[email protected]>
README.md
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# CLIP Model for Chart Understanding
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This repository contains the CLIP model implementation from our paper "[On the Perception Bottleneck of VLMs for Chart Understanding](https://arxiv.org/abs/2503.18435)".
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## Overview
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This CLIP model is specifically trained to address the perception bottleneck in Vision Language Models (VLMs) when processing and understanding charts and visualizations. Our work explores and aims to improve how CLIP effect its LVLMs.
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2503.18435},
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}
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---
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pipeline_tag: image-feature-extraction
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library_name: transformers
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datasets:
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- Junteng/Vision4Chart
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---
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# CLIP Model for Chart Understanding
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This repository contains the CLIP model implementation from our paper "[On the Perception Bottleneck of VLMs for Chart Understanding](https://arxiv.org/abs/2503.18435)".
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**Code**: https://github.com/hkust-nlp/Vision4Chart
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## Overview
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This CLIP model is specifically trained to address the perception bottleneck in Vision Language Models (VLMs) when processing and understanding charts and visualizations. Our work explores and aims to improve how CLIP effect its LVLMs.
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2503.18435},
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}
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```
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