PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptions

Researchers introduced PoSh, a metric using scene graphs to guide large language models for evaluating detailed image descriptions more accurately than existing methods. The new benchmark, DOCENT, validates PoSh's effectiveness by correlating better with human judgments and offering a challenging dataset for vision-language model progress in complex scenes.

Read the full article at arXiv cs.CL (NLP)

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