{"total":136,"rows":[{"id":"2508.02324","title":"Qwen-Image Technical Report","created":"2025-08-04","cited_by_count":1044,"area":null},{"id":"2505.14683","title":"Emerging Properties in Unified Multimodal Pretraining","created":"2025-05-20","cited_by_count":897,"area":null},{"id":"2504.17761","title":"Step1X-Edit: A Practical Framework for General Image Editing","created":"2025-04-24","cited_by_count":429,"area":null},{"id":"2506.18871","title":"OmniGen2: Towards Instruction-Aligned Multimodal Generation","created":"2025-06-23","cited_by_count":253,"area":null},{"id":"2512.07584","title":"LongCat-Image Technical Report","created":"2025-12-08","cited_by_count":100,"area":null},{"id":"2506.18095","title":"ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation","created":"2025-06-22","cited_by_count":97,"area":null},{"id":"2505.02567","title":"Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities","created":"2025-05-05","cited_by_count":85,"area":null},{"id":"2505.16707","title":"KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models","created":"2025-05-22","cited_by_count":71,"area":null},{"id":"2506.23044","title":"Ovis-U1 Technical Report","created":"2025-06-29","cited_by_count":67,"area":null},{"id":"2506.03147","title":"UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation","created":"2025-06-03","cited_by_count":66,"area":null},{"id":"2504.15009","title":"Insert Anything: Image Insertion via In-Context Editing in DiT","created":"2025-04-21","cited_by_count":61,"area":null},{"id":"2504.01934","title":"ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement","created":"2025-04-02","cited_by_count":54,"area":null},{"id":"2509.20360","title":"EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning","created":"2025-09-24","cited_by_count":54,"area":null},{"id":"2506.05083","title":"SeedEdit 3.0: Fast and High-Quality Generative Image Editing","created":"2025-06-05","cited_by_count":53,"area":null},{"id":"2512.07826","title":"OpenVE-3M: A Large-Scale High-Quality Dataset for Instruction-Guided Video Editing","created":"2025-12-08","cited_by_count":53,"area":null},{"id":"2507.23278","title":"UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing","created":"2025-07-31","cited_by_count":44,"area":null},{"id":"2509.04548","title":"Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model","created":"2025-09-04","cited_by_count":41,"area":null},{"id":"2507.06119","title":"Omni-Video: Democratizing Unified Video Understanding and Generation","created":"2025-07-08","cited_by_count":40,"area":null},{"id":"2507.14119","title":"NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining","created":"2025-07-18","cited_by_count":33,"area":null},{"id":"2509.21278","title":"Does FLUX Already Know How to Perform Physically Plausible Image Composition?","created":"2025-09-25","cited_by_count":32,"area":null},{"id":"2412.04280","title":"HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing","created":"2024-12-05","cited_by_count":29,"area":null},{"id":"2510.06590","title":"Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer","created":"2025-10-08","cited_by_count":28,"area":null},{"id":"2504.13143","title":"$\\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark","created":"2025-04-17","cited_by_count":27,"area":null},{"id":"2508.07607","title":"X2Edit: Revisiting Arbitrary-Instruction Image Editing through Self-Constructed Data and Task-Aware Representation Learning","created":"2025-08-11","cited_by_count":25,"area":null},{"id":"2511.01295","title":"UniREditBench: A Unified Reasoning-based Image Editing Benchmark","created":"2025-11-03","cited_by_count":25,"area":null},{"id":"2506.12830","title":"ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies","created":"2025-06-15","cited_by_count":21,"area":null},{"id":"2506.03107","title":"ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions","created":"2025-06-03","cited_by_count":19,"area":null},{"id":"2505.12200","title":"CompBench: Benchmarking Complex Instruction-guided Image Editing","created":"2025-05-18","cited_by_count":17,"area":null},{"id":"2511.11483","title":"ImAgent: A Unified Multimodal Agent Framework for Test-Time Scalable Image Generation","created":"2025-11-14","cited_by_count":17,"area":null},{"id":"2503.10406","title":"RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models","created":"2025-03-13","cited_by_count":16,"area":null},{"id":"2510.17681","title":"PICABench: How Far Are We from Physically Realistic Image Editing?","created":"2025-10-20","cited_by_count":16,"area":null},{"id":"2601.02204","title":"NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation","created":"2026-01-05","cited_by_count":14,"area":null},{"id":"2509.18824","title":"Hyper-Bagel: A Unified Acceleration Framework for Multimodal Understanding and Generation","created":"2025-09-23","cited_by_count":13,"area":null},{"id":"2511.01163","title":"ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation","created":"2025-11-03","cited_by_count":13,"area":null},{"id":"2512.16920","title":"EasyV2V: A High-quality Instruction-based Video Editing Framework","created":"2025-12-18","cited_by_count":13,"area":null},{"id":"2605.04128","title":"JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation","created":"2026-05-05","cited_by_count":12,"area":null},{"id":"2508.06080","title":"DreamVE: Unified Instruction-based Image and Video Editing","created":"2025-08-08","cited_by_count":11,"area":null},{"id":"2512.00387","title":"WiseEdit: Benchmarking Cognition- and Creativity-Informed Image Editing","created":"2025-11-29","cited_by_count":11,"area":null},{"id":"2512.00752","title":"Charts Are Not Images: On the Challenges of Scientific Chart Editing","created":"2025-11-30","cited_by_count":11,"area":null},{"id":"2512.02790","title":"UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched Edits","created":"2025-12-01","cited_by_count":10,"area":null},{"id":"2504.21356","title":"Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space","created":"2025-04-30","cited_by_count":9,"area":null},{"id":"2511.22989","title":"MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation","created":"2025-11-28","cited_by_count":9,"area":null},{"id":"2512.04810","title":"EMMA: Efficient Multimodal Understanding, Generation, and Editing with a Unified Architecture","created":"2025-12-04","cited_by_count":8,"area":null},{"id":"2512.06065","title":"EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing","created":"2025-12-05","cited_by_count":8,"area":null},{"id":"2512.16270","title":"TextEditBench: Evaluating Reasoning-aware Text Editing Beyond Rendering","created":"2025-12-18","cited_by_count":8,"area":null},{"id":"2603.19228","title":"SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing","created":"2026-03-19","cited_by_count":8,"area":null},{"id":"2508.20505","title":"Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent","created":"2025-08-28","cited_by_count":7,"area":null},{"id":"2512.10284","title":"MotionEdit: Benchmarking and Learning Motion-Centric Image Editing","created":"2025-12-11","cited_by_count":7,"area":null},{"id":"2603.11593","title":"WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing","created":"2026-03-12","cited_by_count":7,"area":null},{"id":"2605.21487","title":"Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning","created":"2026-05-20","cited_by_count":6,"area":null},{"id":"2504.01196","title":"$\\mu$KE: Matryoshka Unstructured Knowledge Editing of Large Language Models","created":"2025-04-01","cited_by_count":5,"area":null},{"id":"2508.06044","title":"NEP: Autoregressive Image Editing via Next Editing Token Prediction","created":"2025-08-08","cited_by_count":5,"area":null},{"id":"2509.21917","title":"Taming Flow-based I2V Models for Creative Video Editing","created":"2025-09-26","cited_by_count":5,"area":null},{"id":"2601.03127","title":"Unified Thinker: A General Reasoning Modular Core for Image Generation","created":"2026-01-06","cited_by_count":5,"area":null},{"id":"2601.03741","title":"I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing","created":"2026-01-07","cited_by_count":5,"area":null},{"id":"2601.21694","title":"ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing","created":"2026-01-29","cited_by_count":5,"area":null},{"id":"2603.20644","title":"ScaleEdit-12M: Scaling Open-Source Image Editing Data Generation via Multi-Agent Framework","created":"2026-03-21","cited_by_count":5,"area":null},{"id":"2603.25706","title":"Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training","created":"2026-03-26","cited_by_count":5,"area":null},{"id":"2608.12122","title":"HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing","created":"2026-08-12","cited_by_count":5,"area":null},{"id":"2505.19149","title":"MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection","created":"2025-05-25","cited_by_count":4,"area":null},{"id":"2508.18159","title":"SpotEdit: Evaluating Visually-Guided Image Editing Methods","created":"2025-08-25","cited_by_count":4,"area":null},{"id":"2509.01986","title":"Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing","created":"2025-09-02","cited_by_count":4,"area":null},{"id":"2509.12883","title":"Lego-Edit: A General Image Editing Framework with Model-Level Bricks and MLLM Builder","created":"2025-09-16","cited_by_count":4,"area":null},{"id":"2504.09948","title":"Omni-Dish: Photorealistic and Faithful Image Generation and Editing for Arbitrary Chinese Dishes","created":"2025-04-14","cited_by_count":3,"area":null},{"id":"2601.04589","title":"MiLDEdit: Reasoning-Based Multi-Layer Design Document Editing","created":"2026-01-08","cited_by_count":3,"area":null},{"id":"2602.06442","title":"ChatUMM: Robust Context Tracking for Conversational Interleaved Generation","created":"2026-02-06","cited_by_count":3,"area":null},{"id":"2602.07095","title":"WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark","created":"2026-02-06","cited_by_count":3,"area":null},{"id":"2603.26174","title":"CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions","created":"2026-03-27","cited_by_count":3,"area":null},{"id":"2604.25477","title":"DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing","created":"2026-04-28","cited_by_count":3,"area":null},{"id":"2605.14709","title":"Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners","created":"2026-05-14","cited_by_count":3,"area":null},{"id":"2607.00920","title":"GMO-E$^2$DIT: Grounded Multi-Operation Editing for E-Commerce Images","created":"2026-07-01","cited_by_count":3,"area":null},{"id":"2508.19791","title":"Color Bind: Exploring Color Perception in Text-to-Image Models","created":"2025-08-27","cited_by_count":2,"area":null},{"id":"2509.14638","title":"MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks","created":"2025-09-18","cited_by_count":2,"area":null},{"id":"2511.23199","title":"Vision Bridge Transformer at Scale","created":"2025-11-28","cited_by_count":2,"area":null},{"id":"2512.22525","title":"DreamOmni3: Scribble-based Editing and Generation","created":"2025-12-27","cited_by_count":2,"area":null},{"id":"2601.02242","title":"VIBE: Visual Instruction Based Editor","created":"2026-01-05","cited_by_count":2,"area":null},{"id":"2602.00122","title":"VDE Bench: Evaluating The Capability of Image Editing Models to Modify Visual Documents","created":"2026-01-27","cited_by_count":2,"area":null},{"id":"2602.02388","title":"Personalized Image Generation via Human-in-the-loop Bayesian Optimization","created":"2026-02-02","cited_by_count":2,"area":null},{"id":"2603.13708","title":"RSEdit: Text-Guided Image Editing for Remote Sensing","created":"2026-03-14","cited_by_count":2,"area":null},{"id":"2603.16139","title":"Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training","created":"2026-03-17","cited_by_count":2,"area":null},{"id":"2604.01207","title":"TRACE: High-Fidelity 3D Scene Editing via Tangible Reconstruction and Geometry-Aligned Contextual Video Masking","created":"2026-04-01","cited_by_count":2,"area":null},{"id":"2604.09386","title":"Region-Constrained Group Relative Policy Optimization for Flow-Based Image Editing","created":"2026-04-10","cited_by_count":2,"area":null},{"id":"2604.26341","title":"SpatialFusion: Endowing Unified Image Generation with Intrinsic 3D Geometric Awareness","created":"2026-04-29","cited_by_count":2,"area":null},{"id":"2606.05730","title":"TextWand: A Unified Framework for Scene Text Editing","created":"2026-06-04","cited_by_count":2,"area":null},{"id":"2606.11751","title":"AnchorEdit: Maintaining Temporal Consistency in Multi-turn Image Editing via Causal Memory","created":"2026-06-10","cited_by_count":2,"area":null},{"id":"2606.26984","title":"Unison: Benchmarking Unified Multimodal Models via Synergistic Understanding and Generation","created":"2026-06-25","cited_by_count":2,"area":null},{"id":"2608.18076","title":"From Corpora to Co-Evolving Capabilities: Capability-Centric Data Design for Generalist Image Generation","created":"2026-08-18","cited_by_count":2,"area":null},{"id":"2511.18131","title":"Video4Edit: Viewing Image Editing as a Degenerate Temporal Process","created":"2025-11-22","cited_by_count":1,"area":null},{"id":"2512.19159","title":"OmniMoGen: Unifying Human Motion Generation via Learning from Interleaved Text-Motion Instructions","created":"2025-12-22","cited_by_count":1,"area":null},{"id":"2512.23374","title":"NeXT-IMDL: Build Benchmark for NeXT-Generation Image Manipulation Detection & Localization","created":"2025-12-29","cited_by_count":1,"area":null},{"id":"2601.05572","title":"Towards Generalized Multi-Image Editing for Unified Multimodal Models","created":"2026-01-09","cited_by_count":1,"area":null},{"id":"2602.14443","title":"Controlling Your Image via Simplified Vector Graphics","created":"2026-02-16","cited_by_count":1,"area":null},{"id":"2603.03657","title":"InEdit-Bench: Benchmarking Intermediate Logical Pathways for Intelligent Image Editing Models","created":"2026-03-04","cited_by_count":1,"area":null},{"id":"2603.21176","title":"GIDE: Unlocking Diffusion LLMs for Precise Training-Free Image Editing","created":"2026-03-22","cited_by_count":1,"area":null},{"id":"2603.29697","title":"FED-Bench: A Cross-Granular Benchmark for Disentangled Evaluation of Facial Expression Editing","created":"2026-03-31","cited_by_count":1,"area":null},{"id":"2604.25636","title":"Refinement via Regeneration: Enlarging Modification Space Boosts Image Refinement in Unified Multimodal Models","created":"2026-04-28","cited_by_count":1,"area":null},{"id":"2605.13122","title":"Early Semantic Grounding in Image Editing Models for Zero-Shot Referring Image Segmentation","created":"2026-05-13","cited_by_count":1,"area":null},{"id":"2605.15181","title":"From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2605.23518","title":"VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset","created":"2026-05-22","cited_by_count":1,"area":null},{"id":"2605.30045","title":"DualEraser: Joint Video Object and Effect Removal via Balanced Text-Mask Guidance and Decoupled Locator-Preserver","created":"2026-05-28","cited_by_count":1,"area":null}],"next_cursor":"100"}