Key papers

• WhereEdit: Mask-aware Local Latent Editing for One-Step Image Editing (2026)
  Ming Hu et al.
  5.01
• BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing (2025)
  Yunqi Gu et al.
  2.87
• VIBE: Visual Instruction Based Editor (2026)
  Grigorii Alekseenko et al.
  1.94
• FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation (2026)
  Zimu Lu et al.
  1.94
• RAISE: Requirement-Adaptive Evolutionary Refinement for Training-Free Text-to-Image Alignment (2026)
  Liyao Jiang et al.
  1.94
• Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation (2026)
  Xiangyu Zhao et al.
  1.94
• VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects (2026)
  Xiangbo Gao et al.
  1.94
• Uncovering Entity Identity Confusion in Multimodal Knowledge Editing (2026)
  Shu Wu et al.
  1.94
• Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision (2026)
  Jiacheng Chen et al.
  1.94
• Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis (2026)
  Mor Ventura et al.
  1.94
• Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning (2026)
  Dian Zheng et al.
  1.89
• Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing (2026)
  Zeyue Tian et al.
  1.83
• MAIC-UI: Making Interactive Courseware with Generative UI (2026)
  Shangqing Tu et al.
  1.83
• CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation (2026)
  Haodong Li et al.
  1.78
• VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing (2026)
  Juan Rodriguez et al.
  1.78
• IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models (2025)
  Jiayi Lei et al.
  1.28
• CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing (2025)
  Yu Yuan et al.
  1.28
• The Mirage of Model Editing: Revisiting Evaluation in the Wild (2025)
  Wanli Yang et al.
  1.28
• CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing (2025)
  Advait Gupta et al.
  1.28
• Wan: Open and Advanced Large-Scale Video Generative Models (2025)
  WanTeam et al.
  1.28
• GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation (2025)
  Zhiyuan Yan et al.
  1.28
• MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models (2025)
  Wulin Xie et al.
  1.28
• In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2025)
  Zechuan Zhang et al.
  1.28
• ImgEdit: A Unified Image Editing Dataset and Benchmark (2025)
  Yang Ye et al.
  1.28
• Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation (2025)
  Peiyu Wang et al.
  1.28
• Video models are zero-shot learners and reasoners (2025)
  Thaddäus Wiedemer et al.
  1.28
• Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer (2025)
  Ziyuan Huang et al.
  1.28
• ConsistEdit: Highly Consistent and Precise Training-free Visual Editing (2025)
  Zixin Yin et al.
  1.28
• UI2Code^N: A Visual Language Model for Test-Time Scalable Interactive UI-to-Code Generation (2025)
  Zhen Yang et al.
  1.28
• MIRA: Multimodal Iterative Reasoning Agent for Image Editing (2025)
  Ziyun Zeng et al.
  1.28
• LongCat-Image Technical Report (2025)
  Meituan LongCat Team et al.
  1.28
• LEDITS: Real Image Editing with DDPM Inversion and Semantic Guidance (2023)
  Linoy Tsaban et al.
  —
• Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image Translation (2023)
  Alexander Martin et al.
  —
• Localizing and Editing Knowledge in Text-to-Image Generative Models (2023)
  Samyadeep Basu et al.
  —
• DressCode: Autoregressively Sewing and Generating Garments from Text Guidance (2024)
  Kai He et al.
  —
• Benchmarking Mental State Representations in Language Models (2024)
  Matteo Bortoletto et al.
  —
• HEMM: Holistic Evaluation of Multimodal Foundation Models (2024)
  Paul Pu Liang et al.
  —
• Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing (2024)
  Huanqian Wang et al.
  —
• CursorCore: Assist Programming through Aligning Anything (2024)
  Hao Jiang et al.
  —
• OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision (2024)
  Cong Wei et al.
  —
• Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator (2024)
  Chaehun Shin et al.
  —
• TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation (2024)
  Jiatong Li et al.
  —
• How to Synthesize Text Data without Model Collapse? (2024)
  Xuekai Zhu et al.
  —