Papers

• AgenticDataBench: A Comprehensive Benchmark for Data Agents (2026)
  Zhaoyan Sun et al.
  2.00
• Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents (2026)
  Bowen Ye et al.
  1.94
• PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research (2026)
  Tingjia Miao et al.
  1.94
• AgentKernelArena: Generalization-Aware Benchmarking of GPU Kernel Optimization Agents (2026)
  Sharareh Younesian et al.
  1.94
• Code as Agent Harness (2026)
  Xuying Ning et al.
  1.94
• EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory (2026)
  Chang Nie et al.
  1.94
• Boundary-Aware Context Grounding for A Low-Channel EEG Agent (2026)
  Zhiyuan Xu et al.
  1.94
• TUA-Bench: A Benchmark for General-Purpose Terminal-Use Agents (2026)
  Shoufa Chen et al.
  1.94
• SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions (2026)
  Mohit Raghavendra et al.
  1.94
• HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents (2026)
  Qianchu Liu et al.
  1.94
• ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration (2026)
  Ruofeng Yang et al.
  1.89
• ClawGym: A Scalable Framework for Building Effective Claw Agents (2026)
  Fei Bai et al.
  1.83
• LawFlow : Collecting and Simulating Lawyers' Thought Processes (2025)
  Debarati Das et al.
  1.28
• UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation (2025)
  Linshan Wu et al.
  1.28
• LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (2025)
  Evgeny Markhasin
  1.28
• ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback (2025)
  Litao Guo et al.
  1.28
• Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents (2025)
  Yueqi Song et al.
  1.28
• GenAgent: Build Collaborative AI Systems with Automated Workflow Generation -- Case Studies on ComfyUI (2024)
  Xiangyuan Xue et al.
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• Agent Workflow Memory (2024)
  Zora Zhiruo Wang et al.
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