… 2026 ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research 2026 Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle 2026 MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI 2026 AI … …
Papers arxiv:2606.31179 HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents Published on Jun 30 Submitted by qianchu liu on Jul 2 Microsoft Authors: , , , , , , , , , , , , , , , , , , Abstract HealthAgentBench presents a compr… …
Papers arxiv:2605.03596 Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies Published on May 5 Submitted by taesiri on May 6 Authors: , , , , , , , , , , , , , , , , , , , Abstract Workspace-Bench is a benchmark for evaluating AI agents on workspace lea… …
… Compared to previous benchmarks on agentic web browsing , AutoResearchBench is distinguished along three dimensions: it is research-oriented, calling for in-depth comprehension of scientific concepts; literature-focused, demanding fine-grained utilization of detailed information; and open-ended, in… …
… The following papers were recommended by the Semantic Scholar API AcademiClaw: When Students Set Challenges for AI Agents 2026 AgenticVBench: Can AI Agents Complete Real-World Post-Production Tasks? …
… 2026 TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning 2026 ProofAgent Harness: Open Infrastructure for Adversarial Evaluation of AI Agents 2026 Agent^2 RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training? …
… Generated by Qwen/Qwen2.5-Coder-32B-Instruct Frontier model evaluations are shifting from foundational capabilities e.g., instruction following and reasoning toward compositional, agentic ones, but Korean agentic benchmarks remain scarce. …
… However, existing benchmarks rarely evaluate whether agents can operate graphical user interfaces to complete long-horizon, high-value professional workflows across diverse domains. …
… However, existing benchmarks do not adequately evaluate general-purpose terminal computer-use agents TUAs : general computer-use benchmarks primarily target graphical user interfaces GUIs , whereas terminal-based benchmarks largely emphasize technical and programming-centric workflows historically … …
… Protocol Validity in the Age of Agentic AI 2026 SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History 2026 Toward User-Conditioned Evaluation of Personal LLM Agents under Temporal Interventions 2026 Living-Harness Is an Interactive-Agent Evolver 2026 MetaSkill… …
