Cover Image

VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Ziyang, Wu, Haoning, Li, Dongxu, Ma, Jing, Kankanhalli, Mohan, Li, Junnan
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generative Frame Sampler for Long Video Understanding
by: Yao, Linli, et al.
Published: (2025)

Arena: A Patch-of-Interest ViT Inference Acceleration System for Edge-Assisted Video Analytics
by: Peng, Haosong, et al.
Published: (2024)

Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation
by: Chen, Lizhi, et al.
Published: (2025)

AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
by: Lian, Niu, et al.
Published: (2025)

LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
by: Wu, Haoning, et al.
Published: (2024)

When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding
by: Zhang, Pingping, et al.
Published: (2024)

Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework
by: Wang, Jing, et al.
Published: (2025)

Reasoning LLMs are Wandering Solution Explorers
by: Lu, Jiahao, et al.
Published: (2025)

Where to Focus: Query-Modulated Multimodal Keyframe Selection for Long Video Understanding
by: Wang, Shaoguang, et al.
Published: (2026)

STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting
by: Chai, Zenghao, et al.
Published: (2024)

VCoME: Verbal Video Composition with Multimodal Editing Effects
by: Gong, Weibo, et al.
Published: (2024)

ChatVTG: Video Temporal Grounding via Chat with Video Dialogue Large Language Models
by: Qu, Mengxue, et al.
Published: (2024)

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models
by: Xu, Yifang, et al.
Published: (2025)

VisAug: Facilitating Speech-Rich Web Video Navigation and Engagement with Auto-Generated Visual Augmentations
by: Zhao, Baoquan, et al.
Published: (2025)

Multimodal Engagement Analysis from Facial Videos in the Classroom
by: Sümer, Ömer, et al.
Published: (2021)

Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents
by: Zhang, Xueqiao, et al.
Published: (2025)

MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models
by: Chen, Zixin, et al.
Published: (2025)

Evaluating Multimodal Large Language Models on Spoken Sarcasm Understanding
by: Li, Zhu, et al.
Published: (2025)

When and How to Cut Classical Concerts? A Multimodal Automated Video Editing Approach
by: Gonzálbez-Biosca, Daniel, et al.
Published: (2025)

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation
by: Li, Yunxin, et al.
Published: (2024)

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results
by: Conde, Marcos V., et al.
Published: (2024)

KeyVideoLLM: Towards Large-scale Video Keyframe Selection
by: Liang, Hao, et al.
Published: (2024)

CBVS: A Large-Scale Chinese Image-Text Benchmark for Real-World Short Video Search Scenarios
by: Qiao, Xiangshuo, et al.
Published: (2024)

InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions
by: Zhang, Yiyuan, et al.
Published: (2024)

A Survey of Information Disorder on Video-Sharing Platforms
by: Li, Meiyu, et al.
Published: (2025)

Shorter Is Different: Characterizing the Dynamics of Short-Form Video Platforms
by: Chen, Zhilong, et al.
Published: (2024)

PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment
by: Song, Shezheng, et al.
Published: (2024)

Towards Emotion Analysis in Short-form Videos: A Large-Scale Dataset and Baseline
by: Wu, Xuecheng, et al.
Published: (2023)

Learning Video Context as Interleaved Multimodal Sequences
by: Lin, Kevin Qinghong, et al.
Published: (2024)

Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information
by: Li, Jie, et al.
Published: (2023)

MindCine: Multimodal EEG-to-Video Reconstruction with Large-Scale Pretrained Models
by: Zhou, Tian-Yi, et al.
Published: (2026)

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
by: Hu, Anwen, et al.
Published: (2023)

Video-Guided Foley Sound Generation with Multimodal Controls
by: Chen, Ziyang, et al.
Published: (2024)

Human Motion Video Generation: A Survey
by: Xue, Haiwei, et al.
Published: (2025)

RW-Post: Auditable Evidence-Grounded Multimodal Fact-Checking in the Wild
by: Xu, Danni, et al.
Published: (2026)

AutoAWG: Adverse Weather Generation with Adaptive Multi-Controls for Automotive Videos
by: Hu, Jiagao, et al.
Published: (2026)

Enrich and Detect: Video Temporal Grounding with Multimodal LLMs
by: Pramanick, Shraman, et al.
Published: (2025)

MHAD: Multimodal Home Activity Dataset with Multi-Angle Videos and Synchronized Physiological Signals
by: Yu, Lei, et al.
Published: (2024)

Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning
by: Lu, Yiting, et al.
Published: (2025)

Music Arena: Live Evaluation for Text-to-Music
by: Kim, Yonghyun, et al.
Published: (2025)