{"total":201,"rows":[{"id":"2404.01291","title":"Evaluating Text-to-Visual Generation with Image-to-Text Generation","created":"2024-04-01","cited_by_count":474,"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":"2505.20275","title":"ImgEdit: A Unified Image Editing Dataset and Benchmark","created":"2025-05-26","cited_by_count":231,"area":"mllm"},{"id":"2406.03520","title":"VideoPhy: Evaluating Physical Commonsense for Video Generation","created":"2024-06-05","cited_by_count":228,"area":null},{"id":"2405.01483","title":"MANTIS: Interleaved Multi-Image Instruction Tuning","created":"2024-05-02","cited_by_count":216,"area":"mllm"},{"id":"2504.20690","title":"In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer","created":"2025-04-29","cited_by_count":204,"area":"diffusion"},{"id":"2406.15252","title":"VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation","created":"2024-06-21","cited_by_count":197,"area":null},{"id":"2411.07199","title":"OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision","created":"2024-11-11","cited_by_count":145,"area":"diffusion"},{"id":"2406.16855","title":"DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation","created":"2024-06-24","cited_by_count":131,"area":null},{"id":"2503.10639","title":"GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing","created":"2025-03-13","cited_by_count":104,"area":"lr"},{"id":"2406.04485","title":"GenAI Arena: An Open Evaluation Platform for Generative Models","created":"2024-06-06","cited_by_count":82,"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":"2509.23909","title":"EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling","created":"2025-09-28","cited_by_count":64,"area":"alignment"},{"id":"2509.26346","title":"EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing","created":"2025-09-30","cited_by_count":62,"area":"alignment"},{"id":"2408.14339","title":"ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty","created":"2024-08-26","cited_by_count":61,"area":null},{"id":"2504.04907","title":"Video-Bench: Human-Aligned Video Generation Benchmark","created":"2025-04-07","cited_by_count":57,"area":"alignment"},{"id":"2410.09732","title":"LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models","created":"2024-10-13","cited_by_count":51,"area":"mllm"},{"id":"2406.03070","title":"A-Bench: Are LMMs Masters at Evaluating AI-generated Images?","created":"2024-06-05","cited_by_count":39,"area":null},{"id":"2506.17612","title":"JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent","created":"2025-06-21","cited_by_count":39,"area":"agents"},{"id":"2403.11027","title":"Reward Guided Latent Consistency Distillation","created":"2024-03-16","cited_by_count":35,"area":"diffusion"},{"id":"2407.03471","title":"Learning Action and Reasoning-Centric Image Editing from Videos and Simulations","created":"2024-07-03","cited_by_count":32,"area":null},{"id":"2505.23493","title":"R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation","created":"2025-05-29","cited_by_count":32,"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":"2406.14643","title":"Holistic Evaluation for Interleaved Text-and-Image Generation","created":"2024-06-20","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":"2511.22625","title":"ReasonEdit: Towards Reasoning-Enhanced Image Editing Models","created":"2025-11-27","cited_by_count":25,"area":"lr"},{"id":"2502.19400","title":"TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding","created":"2025-02-26","cited_by_count":24,"area":null},{"id":"2408.14765","title":"CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis","created":"2024-08-27","cited_by_count":23,"area":"diffusion"},{"id":"2506.02454","title":"Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework","created":"2025-06-03","cited_by_count":21,"area":"agents"},{"id":"2403.11821","title":"A Survey on Quality Metrics for Text-to-Image Generation","created":"2024-03-18","cited_by_count":18,"area":null},{"id":"2404.04251","title":"Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)","created":"2024-04-05","cited_by_count":18,"area":null},{"id":"2403.18493","title":"VersaT2I: Improving Text-to-Image Models with Versatile Reward","created":"2024-03-27","cited_by_count":17,"area":null},{"id":"2411.17323","title":"InsightEdit: Towards Better Instruction Following for Image Editing","created":"2024-11-26","cited_by_count":17,"area":null},{"id":"2511.21087","title":"MIRA: Multimodal Iterative Reasoning Agent for Image Editing","created":"2025-11-26","cited_by_count":17,"area":null},{"id":"2508.16763","title":"WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation","created":"2025-08-22","cited_by_count":16,"area":null},{"id":"2602.00521","title":"Diagnosing the Reliability of LLM-as-a-Judge via Item Response Theory","created":"2026-01-31","cited_by_count":16,"area":null},{"id":"2502.03629","title":"REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations","created":"2025-02-05","cited_by_count":15,"area":null},{"id":"2504.07046","title":"A Unified Agentic Framework for Evaluating Conditional Image Generation","created":"2025-04-09","cited_by_count":15,"area":"agents"},{"id":"2504.13129","title":"Science-T2I: Addressing Scientific Illusions in Image Synthesis","created":"2025-04-17","cited_by_count":15,"area":null},{"id":"2411.15488","title":"Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark","created":"2024-11-23","cited_by_count":14,"area":"diffusion"},{"id":"2412.04300","title":"T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts","created":"2024-12-05","cited_by_count":14,"area":null},{"id":"2603.28547","title":"GEditBench v2: A Human-Aligned Benchmark for General Image Editing","created":"2026-03-30","cited_by_count":14,"area":"alignment"},{"id":"2606.27377","title":"DanceOPD: On-Policy Generative Field Distillation","created":"2026-06-25","cited_by_count":14,"area":"diffusion"},{"id":"2510.14978","title":"Learning an Image Editing Model without Image Editing Pairs","created":"2025-10-16","cited_by_count":13,"area":"diffusion"},{"id":"2403.09468","title":"Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing","created":"2024-03-14","cited_by_count":12,"area":"diffusion"},{"id":"2506.01955","title":"Dual-Process Image Generation","created":"2025-06-02","cited_by_count":12,"area":null},{"id":"2512.11715","title":"EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing","created":"2025-12-12","cited_by_count":12,"area":"diffusion"},{"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":"2505.15249","title":"Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation","created":"2025-05-21","cited_by_count":10,"area":"mllm"},{"id":"2506.03448","title":"RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions","created":"2025-06-03","cited_by_count":10,"area":null},{"id":"2507.21391","title":"Multimodal LLMs as Customized Reward Models for Text-to-Image Generation","created":"2025-07-28","cited_by_count":10,"area":"mllm"},{"id":"2509.13399","title":"EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing","created":"2025-09-16","cited_by_count":10,"area":"agents"},{"id":"2511.05681","title":"Culture in Action: Evaluating Text-to-Image Models through Social Activities","created":"2025-11-07","cited_by_count":10,"area":"diffusion"},{"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":"2512.07348","title":"MICo-150K: A Comprehensive Dataset Advancing Multi-Image Composition","created":"2025-12-08","cited_by_count":10,"area":null},{"id":"2512.12675","title":"Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling","created":"2025-12-14","cited_by_count":10,"area":null},{"id":"2404.04544","title":"BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion","created":"2024-04-06","cited_by_count":9,"area":"diffusion"},{"id":"2411.16164","title":"Text-to-Image Synthesis: A Decade Survey","created":"2024-11-25","cited_by_count":9,"area":null},{"id":"2501.06481","title":"Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation","created":"2025-01-11","cited_by_count":9,"area":"alignment"},{"id":"2503.18406","title":"Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning","created":"2025-03-24","cited_by_count":9,"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":"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":"2601.03468","title":"Understanding Reward Hacking in Text-to-Image Reinforcement Learning","created":"2026-01-06","cited_by_count":9,"area":"alignment"},{"id":"2603.25502","title":"RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models","created":"2026-03-26","cited_by_count":9,"area":null},{"id":"2604.27505","title":"Leveraging Verifier-Based Reinforcement Learning in Image Editing","created":"2026-04-30","cited_by_count":9,"area":"alignment"},{"id":"2410.22315","title":"Natural Language Inference Improves Compositionality in Vision-Language Models","created":"2024-10-29","cited_by_count":8,"area":"lr"},{"id":"2512.07469","title":"VideoCoF: Unified Video Editing with Temporal Reasoner","created":"2025-12-08","cited_by_count":8,"area":"lr"},{"id":"2601.05124","title":"Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing","created":"2026-01-08","cited_by_count":8,"area":null},{"id":"2603.00141","title":"From Scale to Speed: Adaptive Test-Time Scaling for Image Editing","created":"2026-02-24","cited_by_count":8,"area":"lr"},{"id":"2502.16902","title":"Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement","created":"2025-02-24","cited_by_count":7,"area":"diffusion"},{"id":"2503.14064","title":"AIGVE-Tool: AI-Generated Video Evaluation Toolkit with Multifaceted Benchmark","created":"2025-03-18","cited_by_count":7,"area":null},{"id":"2512.09924","title":"Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning","created":"2025-12-10","cited_by_count":7,"area":"lr"},{"id":"2603.19206","title":"RPiAE: A Representation-Pivoted Autoencoder Enhancing Both Image Generation and Editing","created":"2026-03-19","cited_by_count":7,"area":"diffusion"},{"id":"2603.27862","title":"ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks","created":"2026-03-29","cited_by_count":7,"area":null},{"id":"2508.01119","title":"The Promise of RL for Autoregressive Image Editing","created":"2025-08-01","cited_by_count":6,"area":null},{"id":"2512.10619","title":"DOCR-Inspector: Fine-Grained and Automated Evaluation of Document Parsing with VLM","created":"2025-12-11","cited_by_count":6,"area":null},{"id":"2412.10604","title":"EvalGIM: A Library for Evaluating Generative Image Models","created":"2024-12-13","cited_by_count":5,"area":null},{"id":"2503.23011","title":"Geometrical Properties of Text Token Embeddings for Strong Semantic Binding in Text-to-Image Generation","created":"2025-03-29","cited_by_count":5,"area":null},{"id":"2504.13490","title":"Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing","created":"2025-04-18","cited_by_count":5,"area":"diffusion"},{"id":"2505.19297","title":"Alchemist: Turning Public Text-to-Image Data into Generative Gold","created":"2025-05-25","cited_by_count":5,"area":null},{"id":"2508.09131","title":"Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer","created":"2025-08-12","cited_by_count":5,"area":"diffusion"},{"id":"2605.16732","title":"DiRotQ: Rotation-Aware Quantization for 4-bit Diffusion Transformers","created":"2026-05-16","cited_by_count":5,"area":"diffusion"},{"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":"2507.01255","title":"AIGVE-MACS: Unified Multi-Aspect Commenting and Scoring Model for AI-Generated Video Evaluation","created":"2025-07-02","cited_by_count":4,"area":null},{"id":"2507.07317","title":"ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation","created":"2025-07-09","cited_by_count":4,"area":null},{"id":"2509.12203","title":"LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence","created":"2025-09-15","cited_by_count":4,"area":"diffusion"},{"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":"2509.21451","title":"VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding","created":"2025-09-25","cited_by_count":4,"area":"synth"},{"id":"2510.18263","title":"From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation","created":"2025-10-21","cited_by_count":4,"area":"deeprl"},{"id":"2511.18825","title":"Q-Save: Towards Scoring and Attribution for Generated Video Evaluation","created":"2025-11-24","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":"2602.06013","title":"GenArena: How Can We Achieve Human-Aligned Evaluation for Visual Generation Tasks?","created":"2026-02-05","cited_by_count":4,"area":"mllm"},{"id":"2602.09411","title":"K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge","created":"2026-02-10","cited_by_count":4,"area":"alignment"},{"id":"2603.03143","title":"Edit in 2D, Verify in 3D: Reinforcement Learning for Multi-view Consistent Scene Editing","created":"2026-03-03","cited_by_count":4,"area":"diffusion"},{"id":"2604.24023","title":"ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services","created":"2026-04-27","cited_by_count":4,"area":null},{"id":"2605.12495","title":"AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward","created":"2026-05-12","cited_by_count":4,"area":"lr"},{"id":"2410.08534","title":"Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities","created":"2024-10-11","cited_by_count":3,"area":null},{"id":"2504.17502","title":"RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation","created":"2025-04-24","cited_by_count":3,"area":null}],"next_cursor":"100"}