2026
LLM-Free Image Captioning Evaluation in Reference-Flexible Settings
AAAI 2026technical
We focus on the automatic evaluation of image captions in both reference-based and reference-free settings. Existing metrics based on large language models (LLMs) favor their own generations; therefore, the neutrality is in question. Most LLM-free metrics do not suffer from such an issue, whereas th