Update model card with pipeline tag and project links

by nielsr HF Staff - opened Dec 23, 2025

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Hi! I'm Niels from the Hugging Face community science team.

This PR improves the model card for Web-CogReasoner by:

Adding the image-text-to-text pipeline tag to the metadata for better discoverability.
Adding links to the official paper, GitHub repository, and project page.
Formatting the performance benchmarks into a table.
Adding the BibTeX citation from the paper.

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