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Video Understanding

A crucial task of Video Understanding is to recognise and localise (in space and time) different actions or events appearing in the video.

Source: Action Detection from a Robot-Car Perspective

Papers

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Showing 121–130 of 1149 papers

Title	Date	Tasks	Status	Hype	Score
AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding	Mar 16, 2025	Video Understanding	CodeCode Available	2	5
MovieChat: From Dense Token to Sparse Memory for Long Video Understanding	Jul 31, 2023	Multiple-choiceQuestion Answering	CodeCode Available	2	5
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark	Nov 28, 2023	3D Question Answering (3D-QA)Diagnostic	CodeCode Available	2	5
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding	Jan 21, 2025	Video Understanding	CodeCode Available	2	5
Adaptive Keyframe Sampling for Long Video Understanding	Jan 1, 2025	Video Understanding	CodeCode Available	2	5
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model	Mar 27, 2025	EgoSchemaLanguage Modeling	CodeCode Available	2	5
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs	Jun 13, 2024	BenchmarkingQuestion Answering	CodeCode Available	2	5
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding	Nov 14, 2023	Image-based Generative Performance BenchmarkingLanguage Modeling	CodeCode Available	2	5
LVBench: An Extreme Long Video Understanding Benchmark	Jun 12, 2024	Decision MakingVideo Understanding	CodeCode Available	2	5
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding	Jul 22, 2024	Multiple-choiceQuestion Answering	CodeCode Available	2	5

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