FineBench: Benchmarking and Enhancing Vision-Language Models for Fine-grained Human Activity Understanding

Vision-Language Models (VLMs) have demonstrated remarkable capabilities in general video understanding, yet they often struggle with the fine-grained comprehension crucial for real-world applications requiring nuanced interpretation of human actions and interactions. While some recent human-centric ...