Preprint2026
CLIP-CC-Bench: Evaluating Paragraph-Level Video Descriptions in Video-Language Models
Mukhtiar Ali, Harsh Dubey, Sugam Mishra, et al.
Introduces CLIP-CC-Bench, an evaluation suite for long-form video description using 90-second movie clips and expert-written paragraph references, with an ensemble of five LLM embeddings and coarse/fine-grained semantic matching to rank 17 video-lang
0Aug 5, 2026MultimodalBenchmarks
arXiv