BEiTScore is a new efficient cross-encoder metric for reference-free image captioning evaluation that achieves state-of-the-art results on detailed caption benchmarks through VQA initialization and adversarial LLM augmentations.
Journal of Artificial Intelligence Research (2013)
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BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Model
BEiTScore is a new efficient cross-encoder metric for reference-free image captioning evaluation that achieves state-of-the-art results on detailed caption benchmarks through VQA initialization and adversarial LLM augmentations.