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Video MME

Papers

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Showing 11–20 of 26 papers

TitleStatusHype
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long VideosCode2
SiLVR: A Simple Language-based Video Reasoning FrameworkCode1
FRAG: Frame Selection Augmented Generation for Long Video and Long Document UnderstandingCode1
BOLT: Boost Large Vision-Language Model Without Training for Long-form Video UnderstandingCode1
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video AnalysisCode1
Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs—0
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding—0
An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes—0
Improving LLM Video Understanding with 16 Frames Per Second—0
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding—0
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