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ReplicHAI › Agent Evals › 04 Web browsing & deep research

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Year ↓ Title added Authors Venue
Journal article 2026 Humanity's Last Exam Phan et al. Nature
Preprint 2026 SearchHorizonBench: A Benchmark for Search Value in AI Agents Ning et al. arXiv
Preprint 2026 WebChoreArena: Evaluating Web Browsing Agents on Realistic Tedious Web Tasks Miyai et al. arXiv
Preprint 2025 An Illusion of Progress? Assessing the Current State of Web Agents Xue et al. arXiv
Preprint 2025 BEARCUBS: A benchmark for computer-using web agents Song et al. arXiv
Preprint 2025 BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent Chen et al. arXiv
Blog post 2025 BrowseComp: a benchmark for browsing agents OpenAI
Preprint 2025 BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents Wei et al. arXiv
Preprint 2025 DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents Du et al. arXiv
Preprint 2025 Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge Gou et al. arXiv
Preprint 2025 WideSearch: Benchmarking Agentic Broad Info-Seeking Wong et al. arXiv
Preprint 2025 WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks Boisvert et al. arXiv
Preprint 2024 AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? Yoran et al. arXiv
Preprint 2024 VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks Koh et al. arXiv
Preprint 2024 WebArena: A Realistic Web Environment for Building Autonomous Agents Zhou et al. arXiv
Preprint 2024 WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Lù et al. arXiv
Preprint 2024 WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models He et al. arXiv
Preprint 2024 WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? Drouin et al. arXiv
Preprint 2023 GAIA: a benchmark for General AI Assistants Mialon et al. arXiv
Preprint 2023 Mind2Web: Towards a Generalist Agent for the Web Deng et al. arXiv
Preprint 2023 WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Yao et al. arXiv
Preprint 2018 Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration Liu et al. arXiv

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