CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video-Language Models
CLIP-CC-Bench evaluates long-form video description using expert paragraph references and ensemble LLM embeddings to benchmark 17 video-language models.
Hugging Face · Daily Papers
·Mukhtiar Ali, Harsh Dubey
·
·▲ 1 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Mukhtiar Ali, Harsh Dubey, Sugam Mishra, Chulwoo Pack
- 1 upvotes da comunidade
- Temas: video-language models, CLIP-CC-Bench, LLM-based embedding models, coarse-grained semantic matching, fine-grained semantic matching, Borda-aggregated rankings
Resumo
Resumo original (em inglês), extraído do paper:
CLIP-CC-Bench evaluates long-form video description using expert paragraph references and ensemble LLM embeddings to benchmark 17 video-language models.