Preprint Open access
VISTA-Bench: Benchmarking Multilingual Image Translation with Image-Specific Rubrics
Image translation is a fundamental capability of multimodal models for multilingual applications, requiring visual understanding and meaning preservation across languages. However, existing benchmarks have limited language coverage and often lack explicit image-specific evaluation criteria, making it difficult to compr …