Cover Image

WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Wang, Wang, Feng, Zhang, Majun, Hu, Wentao, Jin, Tao, Zhao, Zhou, Wu, Fei, Chen, Jingyuan, Yuille, Alan, Ren, Sucheng
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ViMix-14M: A Curated Multi-Source Video-Text Dataset with Long-Form, High-Quality Captions and Crawl-Free Access
by: Yang, Timing, et al.
Published: (2025)

CoPE: Clipped RoPE as A Scalable Free Lunch for Long Context LLMs
by: Li, Haoran, et al.
Published: (2026)

EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
by: Yang, Ling, et al.
Published: (2024)

ImVideoEdit: Image-learning Video Editing via 2D Spatial Difference Attention Blocks
by: Xu, Jiayang, et al.
Published: (2026)

M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation
by: Ren, Sucheng, et al.
Published: (2024)

ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation
by: Wu, Jay Zhangjie, et al.
Published: (2025)

WiseEdit: Benchmarking Cognition- and Creativity-Informed Image Editing
by: Pan, Kaihang, et al.
Published: (2025)

PhyEdit: Towards Real-World Object Manipulation via Physically-Grounded Image Editing
by: Xu, Ruihang, et al.
Published: (2026)

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
by: Ren, Sucheng, et al.
Published: (2024)

CollabEdit: Towards Non-destructive Collaborative Knowledge Editing
by: Zheng, Jiamu, et al.
Published: (2024)

Frequency-Aware Flow Matching for High-Quality Image Generation
by: Ren, Sucheng, et al.
Published: (2026)

Rejuvenating image-GPT as Strong Visual Representation Learners
by: Ren, Sucheng, et al.
Published: (2023)

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching
by: Ren, Sucheng, et al.
Published: (2024)

ViT-5: Vision Transformers for The Mid-2020s
by: Wang, Feng, et al.
Published: (2026)

Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers
by: Ren, Sucheng, et al.
Published: (2025)

SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing
by: Xiao, Yicheng, et al.
Published: (2026)

Spiral RoPE: Rotate Your Rotary Positional Embeddings in the 2D Plane
by: Liu, Haoyu, et al.
Published: (2026)

InsightEdit: Towards Better Instruction Following for Image Editing
by: Xu, Yingjing, et al.
Published: (2024)

LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs
by: Xu, Zitong, et al.
Published: (2025)

Mamba-R: Vision Mamba ALSO Needs Registers
by: Wang, Feng, et al.
Published: (2024)

ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning
by: Ren, Sucheng, et al.
Published: (2024)

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

UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
by: Chen, Qizhou, et al.
Published: (2025)

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
by: Niu, Yuwei, et al.
Published: (2025)

Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
by: Ren, Sucheng, et al.
Published: (2025)

ReasonEdit: Towards Reasoning-Enhanced Image Editing Models
by: Yin, Fukun, et al.
Published: (2025)

ImgEdit: A Unified Image Editing Dataset and Benchmark
by: Ye, Yang, et al.
Published: (2025)

HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation
by: Ren, Sucheng, et al.
Published: (2024)

Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency
by: Wang, Feng, et al.
Published: (2024)

Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling
by: Bai, Xuehai, et al.
Published: (2026)

DiT4Edit: Diffusion Transformer for Image Editing
by: Feng, Kunyu, et al.
Published: (2024)

Generative World Explorer
by: Lu, Taiming, et al.
Published: (2024)

DeepEdit: Knowledge Editing as Decoding with Constraints
by: Wang, Yiwei, et al.
Published: (2024)

Learning to Edit: Aligning LLMs with Knowledge Editing
by: Jiang, Yuxin, et al.
Published: (2024)

Autoregressive Video Generation beyond Next Frames Prediction
by: Ren, Sucheng, et al.
Published: (2025)

Edit Spillover as a Probe: Do Image Editing Models Implicitly Understand World Relations?
by: Li, Guandong, et al.
Published: (2026)

EtCon: Edit-then-Consolidate for Reliable Knowledge Editing
by: Li, Ruilin, et al.
Published: (2025)

GRADE: Benchmarking Discipline-Informed Reasoning in Image Editing
by: Liu, Mingxin, et al.
Published: (2026)

UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing
by: Wang, Dianyi, et al.
Published: (2026)

ByteEdit: Boost, Comply and Accelerate Generative Image Editing
by: Ren, Yuxi, et al.
Published: (2024)