@article{duwatbenchbridginglanguageandvisualherit, title = {DuwatBench: Bridging Language and Visual Heritage through an Arabic Calligraphy Benchmark for Multimodal Understanding}, author = {Shubham Patle and Sara Ghaboura and Hania Tariq and Mohammad Usman Khan and Omkar Thawakar and Rao Muhammad Anwer and Salman Khan}, year = {2026}, eprint = {2601.19898}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.19898}, }