AgentStudio: A Toolkit for Building General Virtual Agents

AgentStudio packages environments, tools, benchmarks, and datasets for general virtual agents with mixed GUI and API action spaces. It is relevant here because GUI interaction is one supported modality and because it contributes GroundUI, IDMBench, and CriticBench, but the paper is broader than a direct GUI-agent study.

• WebForge: Breaking the Realism-Reproducibility-Scalability Trilemma in Browser Agent Benchmark
  April 13, 2026 · arXiv
• Gym-Anything: Turn any Software into an Agent Environment
  April 7, 2026 · arXiv
• WebArena-Infinity: Generating Browser Environments with Verifiable Tasks at Scale
  March 2026 · Blog Post
• PSPA-Bench: A Personalized Benchmark for Smartphone GUI Agent
  March 31, 2026 · arXiv
• SecAgent: Efficient Mobile GUI Agent with Semantic Context
  March 9, 2026 · arXiv
• WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces
  March 5, 2026 · arXiv
• Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization
  February 24, 2026 · arXiv
• AmbiBench: Benchmarking Mobile GUI Agents Beyond One-Shot Instructions in the Wild
  February 12, 2026 · arXiv
• When Actions Go Off-Task: Detecting and Correcting Misaligned Actions in Computer-Use Agents
  February 9, 2026 · arXiv
• MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments
  February 3, 2026 · arXiv
• SwipeGen: Bridging the Execution Gap in GUI Agents via Human-like Swipe Synthesis
  January 26, 2026 · arXiv
• SMAN-Bench: A Cross-System Benchmark for Mobile Agents under Single- and Multi-path, Ambiguous, and Noisy Tasks
  January 26, 2026 · ICLR 2026 (Poster)
• GUIGuard: Toward a General Framework for Privacy-Preserving GUI Agents
  January 26, 2026 · arXiv
• ShowUI-π: Flow-based Generative Models as GUI Dexterous Hands
  December 31, 2025 · arXiv
• MobileWorldBench: Towards Semantic World Modeling For Mobile Agents
  December 16, 2025 · arXiv
• Beyond Clicking: A Step Towards Generalist GUI Grounding via Text Dragging
  November 7, 2025 · arXiv
• GUI-360: A Comprehensive Dataset and Benchmark for Computer-Using Agents
  November 6, 2025 · arXiv
• Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents
  August 3, 2025 · ICLR 2026 (Poster)
• NaturalGAIA: Pushing the Frontiers of GUI Agents with a Challenging Benchmark and High-Quality Trajectory Dataset
  August 2, 2025 · arXiv
• FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents
  June 9, 2025 · ICLR 2026 (Poster)
• Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
  May 21, 2025 · NeurIPS 2025 (Spotlight)
• Efficient Agent Training for Computer Use
  May 20, 2025 · ICLR 2026 (Poster)
• Scaling Computer‑Use Grounding via User Interface Decomposition and Synthesis
  May 19, 2025 · NeurIPS 2025 Datasets and Benchmarks Track (Spotlight)
• LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark
  April 18, 2025 · arXiv