LongVideoBench

Papers using LongVideoBench (12)

Where to Focus: Query-Modulated Multimodal Keyframe Selection for Long Video Understanding2026Event-Anchored Frame Selection for Effective Long-Video Understanding2026HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering2026ReMoRa: Multimodal Large Language Model based on Refined Motion Representation for Long-Video Understanding2026MSJoE: Jointly Evolving MLLM and Sampler for Efficient Long-Form Video Understanding2026LinMU: Multimodal Understanding Made Linear2026Think-Clip-Sample: Slow-Fast Frame Selection for Video Understanding2026LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding2026VSI: Visual Subtitle Integration For Keyframe Selection To Enhance Long Video Understanding2025Less Is More: Token-efficient Video-qa Via Adaptive Frame-pruning And Semantic Graph Integration2025Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs2025Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R12025