{"total":15,"rows":[{"id":"2508.20751","title":"Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning","created":"2025-08-28","cited_by_count":92,"area":"lr"},{"id":"2509.09680","title":"FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark","created":"2025-09-11","cited_by_count":38,"area":"lr"},{"id":"2511.22625","title":"ReasonEdit: Towards Reasoning-Enhanced Image Editing Models","created":"2025-11-27","cited_by_count":25,"area":"lr"},{"id":"2511.02779","title":"When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought","created":"2025-11-04","cited_by_count":21,"area":"lr"},{"id":"2510.05091","title":"Factuality Matters: When Image Generation and Editing Meet Structured Visuals","created":"2025-10-06","cited_by_count":20,"area":"lr"},{"id":"2510.11026","title":"GIR-Bench: Versatile Benchmark for Generating Images with Reasoning","created":"2025-10-13","cited_by_count":15,"area":"lr"},{"id":"2512.22288","title":"Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Diffusion Model","created":"2025-12-25","cited_by_count":6,"area":"lr"},{"id":"2603.08652","title":"CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation","created":"2026-03-09","cited_by_count":6,"area":"lr"},{"id":"2511.19435","title":"Are Image-to-Video Models Good Zero-Shot Image Editors?","created":"2025-11-24","cited_by_count":4,"area":"lr"},{"id":"2602.06663","title":"PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks","created":"2026-02-06","cited_by_count":4,"area":"lr"},{"id":"2602.03414","title":"Socratic-Geo: Synthetic Data Generation and Geometric Reasoning via Multi-Agent Interaction","created":"2026-02-03","cited_by_count":2,"area":"lr"},{"id":"2602.11980","title":"Spatial Chain-of-Thought: Bridging Understanding and Generation Models for Spatial Reasoning Generation","created":"2026-02-12","cited_by_count":2,"area":"lr"},{"id":"2603.25823","title":"ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners?","created":"2026-03-26","cited_by_count":2,"area":"lr"},{"id":"2606.30124","title":"SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation","created":"2026-06-29","cited_by_count":1,"area":"lr"},{"id":"2607.19341","title":"ExpertVerse: A General-Purpose Benchmark for Expert-Level Reasoning in Knowledge-Intensive Visual Synthesis","created":"2026-07-21","cited_by_count":1,"area":"lr"}],"next_cursor":null}