SOTAVerified

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 1–10 of 1149 papers

TitleStatusHype
CogVLM2: Visual Language Models for Image and Video UnderstandingCode9
World Model on Million-Length Video And Language With Blockwise RingAttentionCode9
Perception Encoder: The best visual embeddings are not at the output of the networkCode8
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement LearningCode7
PerceptionLM: Open-Access Data and Models for Detailed Visual UnderstandingCode7
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context VideosCode7
InternVideo2: Scaling Foundation Models for Multimodal Video UnderstandingCode7
CVNets: High Performance Library for Computer VisionCode6
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video UnderstandingCode5
Segment Anything for Videos: A Systematic SurveyCode5
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