{"total":14,"rows":[{"id":"2505.20275","title":"ImgEdit: A Unified Image Editing Dataset and Benchmark","created":"2025-05-26","cited_by_count":231,"area":"mllm"},{"id":"2407.05600","title":"GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing","created":"2024-07-08","cited_by_count":133,"area":"mllm"},{"id":"2412.06673","title":"ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance","created":"2024-12-09","cited_by_count":64,"area":"mllm"},{"id":"2406.05127","title":"Towards Semantic Equivalence of Tokenization in Multimodal LLM","created":"2024-06-07","cited_by_count":45,"area":"mllm"},{"id":"2503.19839","title":"FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model","created":"2025-03-25","cited_by_count":32,"area":"mllm"},{"id":"2412.12087","title":"Instruction-based Image Manipulation by Watching How Things Move","created":"2024-12-16","cited_by_count":12,"area":"mllm"},{"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":"2505.20405","title":"What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models","created":"2025-05-26","cited_by_count":2,"area":"mllm"},{"id":"2602.07993","title":"MCIE: Multimodal LLM-Driven Complex Instruction Image Editing with Spatial Guidance","created":"2026-02-08","cited_by_count":1,"area":"mllm"},{"id":"2605.29615","title":"DiffSpot: Can VLMs Spot Fine-Grained Visual Differences in Web Interfaces?","created":"2026-05-28","cited_by_count":1,"area":"mllm"},{"id":"2608.06075","title":"Domain-Grounded Candidate Selection for Agentic Image Editing: A Shadow Removal Case","created":"2026-08-06","cited_by_count":1,"area":"mllm"},{"id":"2504.07424","title":"Routing to the Right Expertise: A Trustworthy Judge for Instruction-based Image Editing","created":"2025-04-10","cited_by_count":0,"area":"mllm"},{"id":"2512.13609","title":"Do-Undo Bench: Reversibility for Action Understanding in Image Generation","created":"2025-12-15","cited_by_count":0,"area":"mllm"},{"id":"2606.07171","title":"When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing","created":"2026-06-05","cited_by_count":0,"area":"mllm"}],"next_cursor":null}