EnvSched: Environment-Aware Scheduling for Rollout-Efficient Agent Reinforcement Learning Paper • 2610.37609 • Published 2 days ago • 7
ActICL: Post-Training for Agentic Multimodal In-Context Learning Paper • 2610.19475 • Published 15 days ago • 8
VIEWCRAFT: Evolving What Multimodal Agents See and How They Read It Paper • 2610.15915 • Published 18 days ago • 25
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs Paper • 2605.09635 • Published Jul 23 • 63
DataPrep-Bench: Benchmarking LLMs as Training Data Preparators Paper • 2607.20465 • Published May 19 • 57
Look Before Acting: Enhancing Vision Foundation Representations for Vision-Language-Action Models Paper • 2603.15618 • Published Mar 16 • 21
WebVR: Benchmarking Multimodal LLMs for WebPage Recreation from Videos via Human-Aligned Visual Rubrics Paper • 2603.13391 • Published Mar 11 • 21
CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation Paper • 2603.08652 • Published Mar 9 • 40
How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing Paper • 2602.01851 • Published Feb 2 • 16