Review: Benchmarking Multimodal Embeddings�Text�Image�Table Alignment

review
Received: Oct 10, 2025
Published: Oct 30, 2025
Authors: Helena Mendes ✉ Ahmed Sabry

Abstract

We curate tasks for text�image�table alignment and evaluate six embedding families, reporting robustness to corruptions and table normalization.

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Cite this article

Mendes, H. & Sabry, A. (2025). Review: Benchmarking Multimodal Embeddings�Text�Image�Table Alignment. Research Explorations in Global Knowledge & Technology (REGKT), 3 (9). Retrieved from https://regkt.com/article.php?id=171&slug=review-benchmarking-multimodal-embeddings-text-image-table-alignment

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