{"total":127,"rows":[{"id":"2508.02324","title":"Qwen-Image Technical Report","created":"2025-08-04","cited_by_count":1044,"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":"2510.08377","title":"UniVideo: Unified Understanding, Generation, and Editing for Videos","created":"2025-10-09","cited_by_count":87,"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":"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":"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":"2509.07295","title":"Reconstruction Alignment Improves Unified Multimodal Models","created":"2025-09-08","cited_by_count":49,"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":"2604.20329","title":"Image Generators are Generalist Vision Learners","created":"2026-04-22","cited_by_count":43,"area":null},{"id":"2512.02014","title":"TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models","created":"2025-12-01","cited_by_count":34,"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":"2605.11061","title":"HiDream-O1-Image: A Natively Unified Image Generative Foundation Model with Pixel-level Unified Transformer","created":"2026-05-11","cited_by_count":32,"area":null},{"id":"2601.02358","title":"VINO: A Unified Visual Generator with Interleaved OmniModal Context","created":"2026-01-05","cited_by_count":26,"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":"2604.24763","title":"Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation","created":"2026-04-27","cited_by_count":18,"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":"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":"2602.12205","title":"DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing","created":"2026-02-12","cited_by_count":14,"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":"2602.01851","title":"How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing","created":"2026-02-02","cited_by_count":12,"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":"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":"2512.16864","title":"RePlan: Reasoning-guided Region Planning for Complex Instruction-based Image Editing","created":"2025-12-18","cited_by_count":10,"area":null},{"id":"2604.04911","title":"SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing","created":"2026-04-06","cited_by_count":10,"area":null},{"id":"2507.15085","title":"OCRGenBench: A Comprehensive Benchmark for Evaluating OCR Generative Capabilities","created":"2025-07-20","cited_by_count":9,"area":null},{"id":"2510.22946","title":"LightFusion: A Light-weighted, Double Fusion Framework for Unified Multimodal Understanding and Generation","created":"2025-10-27","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":"2602.12127","title":"PosterOmni: Generalized Artistic Poster Creation via Task Distillation and Unified Reward Feedback","created":"2026-02-12","cited_by_count":9,"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":"2601.15664","title":"Skywork UniPic 3.0: Unified Multi-Image Composition via Sequence Modeling","created":"2026-01-22","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":"2511.20635","title":"iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation","created":"2025-11-25","cited_by_count":6,"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":"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":"2604.06870","title":"RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details","created":"2026-04-08","cited_by_count":5,"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":"2512.08294","title":"OpenSubject: Leveraging Video-Derived Identity and Diversity Priors for Subject-driven Image Generation and Manipulation","created":"2025-12-09","cited_by_count":4,"area":null},{"id":"2512.10652","title":"TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection","created":"2025-12-11","cited_by_count":4,"area":null},{"id":"2601.01792","title":"HyperCLOVA X 8B Omni","created":"2026-01-05","cited_by_count":4,"area":null},{"id":"2603.25319","title":"MACRO: Advancing Multi-Reference Image Generation with Structured Long-Context Data","created":"2026-03-26","cited_by_count":4,"area":null},{"id":"2606.18249","title":"Unified Multimodal Autoregressive Modeling with Shared Context-Visual Tokenizer is Key to Unification","created":"2026-06-16","cited_by_count":4,"area":null},{"id":"2512.19243","title":"VisionDirector: Vision-Language Guided Closed-Loop Refinement for Generative Image Synthesis","created":"2025-12-22","cited_by_count":3,"area":null},{"id":"2602.00508","title":"DuoGen: Towards General Purpose Interleaved Multimodal Generation","created":"2026-01-31","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":"2602.14186","title":"UniRef-Image-Edit: Towards Scalable and Consistent Multi-Reference Image Editing","created":"2026-02-15","cited_by_count":3,"area":null},{"id":"2603.07236","title":"HY-WU (Part I): An Extensible Functional Neural Memory Framework and An Instantiation in Text-Guided Image Editing","created":"2026-03-07","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":"2604.03156","title":"CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator","created":"2026-04-03","cited_by_count":3,"area":null},{"id":"2605.05781","title":"Steering Visual Generation in Unified Multimodal Models with Understanding Supervision","created":"2026-05-07","cited_by_count":3,"area":null},{"id":"2606.26551","title":"PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing","created":"2026-06-25","cited_by_count":3,"area":null},{"id":"2606.26947","title":"Scaling Multi-Reference Image Generation with Dynamic Reward Optimization","created":"2026-06-25","cited_by_count":3,"area":null},{"id":"2608.14546","title":"CPI-Bench: A Comprehensive, Practical and Intelligent Benchmark for Real-World Image Editing","created":"2026-08-14","cited_by_count":3,"area":null},{"id":"2510.04483","title":"TBStar-Edit: From Image Editing Pattern Shifting to Consistency Enhancement","created":"2025-10-06","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":"2512.01334","title":"AlignVid: Training-Free Attention Scaling for Semantic Fidelity in Text-Guided Image-to-Video Generation","created":"2025-12-01","cited_by_count":2,"area":null},{"id":"2512.01816","title":"Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights","created":"2025-12-01","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":"2601.19180","title":"SNR-Edit: Structure-Aware Noise Rectification for Inversion-Free Flow-Based Editing","created":"2026-01-27","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":"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":"2604.10454","title":"AIM-Bench: Benchmarking and Improving Affective Image Manipulation via Fine-Grained Hierarchical Control","created":"2026-04-12","cited_by_count":2,"area":null},{"id":"2604.10784","title":"TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training","created":"2026-04-12","cited_by_count":2,"area":null},{"id":"2605.12088","title":"UniCustom: Unified Visual Conditioning for Multi-Reference Image Generation","created":"2026-05-12","cited_by_count":2,"area":null},{"id":"2606.00188","title":"PaintBench: Deterministic Evaluation of Precise Visual Editing","created":"2026-05-29","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":"2606.13289","title":"HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers","created":"2026-06-11","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":"2608.20334","title":"Exploring the Performance Frontier of Compact Unified Image Generation Models","created":"2026-08-20","cited_by_count":2,"area":null},{"id":"2609.13617","title":"ChatGPT Images 2.5 on Forgery Tasks: Testing Advertised Improvements Against Known Answers","created":"2026-09-12","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":"2512.16303","title":"PixelArena: A benchmark for Pixel-Precision Visual Intelligence","created":"2025-12-18","cited_by_count":1,"area":null},{"id":"2601.00561","title":"AEGIS: Exploring the Limit of World Knowledge Capabilities for Unified Mulitmodal Models","created":"2026-01-02","cited_by_count":1,"area":null},{"id":"2602.20161","title":"Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device","created":"2026-02-23","cited_by_count":1,"area":null},{"id":"2603.11734","title":"VTEdit-Bench: A Comprehensive Benchmark for Multi-Reference Image Editing Models in Virtual Try-On","created":"2026-03-12","cited_by_count":1,"area":null},{"id":"2603.15150","title":"SNCE: Geometry-Aware Supervision for Scalable Discrete Image Generation","created":"2026-03-16","cited_by_count":1,"area":null},{"id":"2603.18488","title":"TexEditor: Structure-Preserving Text-Driven Texture Editing","created":"2026-03-19","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":"2603.24965","title":"Self-Corrected Image Generation with Explainable Latent Rewards","created":"2026-03-26","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":"2605.04453","title":"StableI2I: Spotting Unintended Changes in Image-to-Image Transition","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2605.21190","title":"Semantic Granularity Navigation in Image Editing","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2605.22126","title":"AesFormer: Transform Everyday Photos into Beautiful Memories","created":"2026-05-21","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":"2606.13303","title":"DuET: Dual Expert Trajectories for Diffusion Image Editing","created":"2026-06-11","cited_by_count":1,"area":null},{"id":"2607.13188","title":"Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Processes","created":"2026-07-14","cited_by_count":1,"area":null},{"id":"2607.27616","title":"MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing","created":"2026-07-30","cited_by_count":1,"area":null},{"id":"2608.06751","title":"Beyond Starry Night: Shortcut-Aware Control-State Planning for Artist-Grounded Text to Image Generation","created":"2026-08-07","cited_by_count":1,"area":null},{"id":"2608.08676","title":"UniSpace: Unified Visual Representation and Scalable Multimodal Modeling","created":"2026-08-09","cited_by_count":1,"area":null},{"id":"2609.35718","title":"Hard Vision, Easy Vision: What GPT-6 Astra Reveals Across Computer Vision","created":"2026-09-28","cited_by_count":1,"area":null},{"id":"2601.15507","title":"A Unified and Controllable Framework for Layered Image Generation with Visual Effects","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2602.23622","title":"DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model","created":"2026-02-27","cited_by_count":0,"area":null},{"id":"2603.01586","title":"InterCoG: Towards Spatially Precise Image Editing with Interleaved Chain-of-Grounding Reasoning","created":"2026-03-02","cited_by_count":0,"area":null},{"id":"2603.04980","title":"A Simple Baseline for Unifying Understanding, Generation, and Editing via Vanilla Next-token Prediction","created":"2026-03-05","cited_by_count":0,"area":null},{"id":"2603.10702","title":"UniCom: Unified Multimodal Modeling via Compressed Continuous Semantic Representations","created":"2026-03-11","cited_by_count":0,"area":null},{"id":"2603.16944","title":"Omni IIE Bench: Benchmarking the Practical Capabilities of Image Editing Models","created":"2026-03-16","cited_by_count":0,"area":null}],"next_cursor":"100"}