PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents Paper • 2603.08013 • Published 4 days ago • 13
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios Paper • 2602.23166 • Published 14 days ago • 40
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments Paper • 2602.11964 • Published 28 days ago • 12
DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning Paper • 2602.11089 • Published 29 days ago • 18
MathReal: We Keep It Real! A Real Scene Benchmark for Evaluating Math Reasoning in Multimodal Large Language Models Paper • 2508.06009 • Published Aug 8, 2025 • 16