Image de couverture de livre

Are Video Reasoning Models Ready to Go Outside?

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	He, Yangfan, Boo, Changgyu, Yoon, Jaehong
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
par: Yu, Shoubin, et autres
Publié: (2024)

Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
par: Lee, Daeun, et autres
Publié: (2025)

RACCooN: A Versatile Instructional Video Editing Framework with Auto-Generated Narratives
par: Yoon, Jaehong, et autres
Publié: (2024)

Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
par: Wang, Ziyang, et autres
Publié: (2025)

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
par: Wang, Ziyang, et autres
Publié: (2024)

Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement
par: Lee, Daeun, et autres
Publié: (2024)

EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance
par: Wang, Zun, et autres
Publié: (2025)

EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
par: Wang, Ziyang, et autres
Publié: (2026)

AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
par: Wang, Zun, et autres
Publié: (2026)

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
par: Yu, Shoubin, et autres
Publié: (2025)

WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
par: Yeo, Woongyeong, et autres
Publié: (2025)

Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models
par: Jang, Sangwon, et autres
Publié: (2025)

DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
par: Wang, Zun, et autres
Publié: (2024)

SurGo-R1: Benchmarking and Modeling Contextual Reasoning for Operative Zone in Surgical Video
par: Qin, Guanyi, et autres
Publié: (2026)

Continual Learning: Forget-free Winning Subnetworks for Video Representations
par: Kang, Haeyong, et autres
Publié: (2023)

When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
par: Yu, Shoubin, et autres
Publié: (2026)

SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
par: Yoon, Jaehong, et autres
Publié: (2024)

Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization
par: Li, Jialu, et autres
Publié: (2025)

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
par: Guo, Ziyu, et autres
Publié: (2025)

ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
par: Sung, Yi-Lin, et autres
Publié: (2023)

Progressive Fourier Neural Representation for Sequential Video Compilation
par: Kang, Haeyong, et autres
Publié: (2023)

PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation
par: Huang, Yidong, et autres
Publié: (2026)

DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning
par: He, Yangfan, et autres
Publié: (2024)

Planning with Sketch-Guided Verification for Physics-Aware Video Generation
par: Huang, Yidong, et autres
Publié: (2025)

DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
par: Sivakumaran, Nithin, et autres
Publié: (2025)

Outside Knowledge Conversational Video (OKCV) Dataset -- Dialoguing over Videos
par: Reichman, Benjamin, et autres
Publié: (2025)

ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners?
par: Han, Haonan, et autres
Publié: (2026)

Hierarchy-Aware Multimodal Unlearning for Medical AI
par: Wu, Fengli, et autres
Publié: (2025)

ReGraP-LLaVA: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant
par: Xiang, Yifan, et autres
Publié: (2025)

Flatten: Video Action Recognition is an Image Classification task
par: Chen, Junlin, et autres
Publié: (2024)

Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing
par: Gao, Bo, et autres
Publié: (2024)

CoFi-Dec: Hallucination-Resistant Decoding via Coarse-to-Fine Generative Feedback in Large Vision-Language Models
par: Cao, Zongsheng, et autres
Publié: (2025)

Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks
par: Yang, Cheng, et autres
Publié: (2025)

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
par: Wang, Xiyao, et autres
Publié: (2024)

SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
par: Deng, Andong, et autres
Publié: (2025)

Demystifying Video Reasoning
par: Wang, Ruisi, et autres
Publié: (2026)

GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning
par: Wu, Fengyi, et autres
Publié: (2025)

ViSRA: A Video-based Spatial Reasoning Agent for Multi-modal Large Language Models
par: Mou, Tingshu, et autres
Publié: (2026)

PhysicsMind: Sim and Real Mechanics Benchmarking for Physical Reasoning and Prediction in Foundational VLMs and World Models
par: Mak, Chak-Wing, et autres
Publié: (2026)

Process-of-Thought Reasoning for Videos
par: Zhang, Jusheng, et autres
Publié: (2026)