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ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks

EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing

VisCoder2: Building Multi-Language Visualization Coding Agents

Verl-Tool: Towards Holistic Agentic Reinforcement Learning with Tool Use

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

A Rigorous Benchmark with Multidimensional Evaluation for Deep Research Agents: From Answers to Reports

VideoScore2: Think before You Score in Generative Video Evaluation

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations