:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Wei, Haiwan, Yuan, Yitian, Lan, Xiaohan, Ke, Wei, Ma, Lin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2504.05040
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

VidCompress: Memory-Enhanced Temporal Compression for Video Understanding in Large Language Models
by: Lan, Xiaohan, et al.
Published: (2024)

TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability
by: Chen, Shimin, et al.
Published: (2024)

CompBench: Benchmarking Complex Instruction-guided Image Editing
by: Jia, Bohan, et al.
Published: (2025)

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
by: Zhang, Zicheng, et al.
Published: (2024)

ViSpeak: Visual Instruction Feedback in Streaming Videos
by: Fu, Shenghao, et al.
Published: (2025)

Fewer Tokens and Fewer Videos: Extending Video Understanding Abilities in Large Vision-Language Models
by: Chen, Shimin, et al.
Published: (2024)

ProcObject-10K: Benchmarking Object-Centric Procedural Understanding in Instructional Videos
by: Guo, Wenliang, et al.
Published: (2025)

LocateEdit-Bench: A Benchmark for Instruction-Based Editing Localization
by: Wu, Shiyu, et al.
Published: (2026)

LLaVA-Video: Video Instruction Tuning With Synthetic Data
by: Zhang, Yuanhan, et al.
Published: (2024)

TIIF-Bench: How Does Your T2I Model Follow Your Instructions?
by: Wei, Xinyu, et al.
Published: (2025)

FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
by: Tu, Chongjun, et al.
Published: (2025)

VideoGUI: A Benchmark for GUI Automation from Instructional Videos
by: Lin, Kevin Qinghong, et al.
Published: (2024)

Generating Dialogues from Egocentric Instructional Videos for Task Assistance: Dataset, Method and Benchmark
by: Aggarwal, Lavisha, et al.
Published: (2025)

TextVidBench: A Benchmark for Long Video Scene Text Understanding
by: Zhong, Yangyang, et al.
Published: (2025)

SIMS-V: Simulated Instruction-Tuning for Spatial Video Understanding
by: Brown, Ellis, et al.
Published: (2025)

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding
by: Sun, Boyuan, et al.
Published: (2025)

Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
by: Zohar, Orr, et al.
Published: (2024)

Osprey: Pixel Understanding with Visual Instruction Tuning
by: Yuan, Yuqian, et al.
Published: (2023)

Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
by: Shen, Yang, et al.
Published: (2024)

X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding
by: Zhou, Wenqi, et al.
Published: (2025)

RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
by: Xun, Shuhang, et al.
Published: (2025)

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
by: Wang, Chenglin, et al.
Published: (2025)

LongViTU: Instruction Tuning for Long-Form Video Understanding
by: Wu, Rujie, et al.
Published: (2025)

InstructVEdit: A Holistic Approach for Instructional Video Editing
by: Zhang, Chi, et al.
Published: (2025)

IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
by: Chen, Yinan, et al.
Published: (2025)

I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
by: Ma, Yiwei, et al.
Published: (2024)

Comparison Visual Instruction Tuning
by: Lin, Wei, et al.
Published: (2024)

LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding
by: Wang, Xiaodong, et al.
Published: (2026)

SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
by: Deng, Andong, et al.
Published: (2025)

Region-Constraint In-Context Generation for Instructional Video Editing
by: Zhang, Zhongwei, et al.
Published: (2025)

Streaming Video Instruction Tuning
by: Xia, Jiaer, et al.
Published: (2025)

Step Differences in Instructional Video
by: Nagarajan, Tushar, et al.
Published: (2024)

Detours for Navigating Instructional Videos
by: Ashutosh, Kumar, et al.
Published: (2024)

Instruction-as-State: Environment-Guided and State-Conditioned Semantic Understanding for Embodied Navigation
by: Liu, Zhen, et al.
Published: (2026)

KPM-Bench: A Kinematic Parsing Motion Benchmark for Fine-grained Motion-centric Video Understanding
by: Lin, Boda, et al.
Published: (2026)

A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation
by: Zhang, Peixuan, et al.
Published: (2026)

InstrAct: Towards Action-Centric Understanding in Instructional Videos
by: Yang, Zhuoyi, et al.
Published: (2026)

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
by: Chen, Guo, et al.
Published: (2024)

OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding
by: Lin, Jingli, et al.
Published: (2025)

In-Video Instructions: Visual Signals as Generative Control
by: Fang, Gongfan, et al.
Published: (2025)