VCG-Bench supplies a taxonomized dataset and multi-metric protocol to evaluate VLMs on vision-to-code generation and code-to-code editing of mxGraph diagrams across six domains.
SigLIP2 = CosineSimilarity(SigLIP2(Original),SigLIP2(Generated)) The model used isgoogle/siglip2-so400m-patch16-512, with cosine similarity in the range 0–1
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VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing
VCG-Bench supplies a taxonomized dataset and multi-metric protocol to evaluate VLMs on vision-to-code generation and code-to-code editing of mxGraph diagrams across six domains.