ClawArena: Benchmarking AI Agents in Evolving Information Environments
Fuente:
arXiv
Saved in:
| Main Authors: | Ji, Haonian, Xiong, Kaiwen, Han, Siwei, Xia, Peng, Qiu, Shi, Zhou, Yiyang, Liu, Jiaqi, Li, Jinlong, Li, Bingzhou, Zheng, Zeyu, Xie, Cihang, Yao, Huaxiu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
by: Xia, Peng, et al.
Published: (2026)
by: Xia, Peng, et al.
Published: (2026)
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents
by: Lai, Yuxiang, et al.
Published: (2026)
by: Lai, Yuxiang, et al.
Published: (2026)
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
by: Liu, Jiaqi, et al.
Published: (2025)
by: Liu, Jiaqi, et al.
Published: (2025)
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
by: Xia, Peng, et al.
Published: (2026)
by: Xia, Peng, et al.
Published: (2026)
SimpleMem: Efficient Lifelong Memory for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
by: Ji, Haonian, et al.
Published: (2025)
by: Ji, Haonian, et al.
Published: (2025)
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
by: Xia, Peng, et al.
Published: (2025)
by: Xia, Peng, et al.
Published: (2025)
Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory
by: Liu, Jiaqi, et al.
Published: (2026)
by: Liu, Jiaqi, et al.
Published: (2026)
Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails
by: Han, Siwei, et al.
Published: (2025)
by: Han, Siwei, et al.
Published: (2025)
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation
by: Tong, Haibo, et al.
Published: (2025)
by: Tong, Haibo, et al.
Published: (2025)
Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw
by: Wang, Zijun, et al.
Published: (2026)
by: Wang, Zijun, et al.
Published: (2026)
AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability
by: Yang, Siwei, et al.
Published: (2024)
by: Yang, Siwei, et al.
Published: (2024)
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
by: Zhou, Yiyang, et al.
Published: (2025)
by: Zhou, Yiyang, et al.
Published: (2025)
Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows
by: Li, Chenxin, et al.
Published: (2026)
by: Li, Chenxin, et al.
Published: (2026)
ClawEnvKit: Automatic Environment Generation for Claw-Like Agents
by: Li, Xirui, et al.
Published: (2026)
by: Li, Xirui, et al.
Published: (2026)
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
by: Han, Siwei, et al.
Published: (2025)
by: Han, Siwei, et al.
Published: (2025)
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
by: Xia, Peng, et al.
Published: (2024)
by: Xia, Peng, et al.
Published: (2024)
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
by: Zhou, Yiyang, et al.
Published: (2025)
by: Zhou, Yiyang, et al.
Published: (2025)
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning
by: Wang, Zhaoyang, et al.
Published: (2026)
by: Wang, Zhaoyang, et al.
Published: (2026)
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read
by: Peng, Yibo, et al.
Published: (2026)
by: Peng, Yibo, et al.
Published: (2026)
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
by: Meng, Fanqing, et al.
Published: (2026)
by: Meng, Fanqing, et al.
Published: (2026)
Benchmarks for Trajectory Safety Evaluation and Diagnosis in OpenClaw and Codex: ATBench-Claw and ATBench-Codex
by: Yang, Zhonghao, et al.
Published: (2026)
by: Yang, Zhonghao, et al.
Published: (2026)
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
by: Zhou, Yiyang, et al.
Published: (2025)
by: Zhou, Yiyang, et al.
Published: (2025)
On the Adversarial Robustness of Camera-based 3D Object Detection
by: Xie, Shaoyuan, et al.
Published: (2023)
by: Xie, Shaoyuan, et al.
Published: (2023)
ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents
by: Huo, Dongjie, et al.
Published: (2026)
by: Huo, Dongjie, et al.
Published: (2026)
AcademiClaw: When Students Set Challenges for AI Agents
by: Yu, Junjie, et al.
Published: (2026)
by: Yu, Junjie, et al.
Published: (2026)
QuantClaw: Precision Where It Matters for OpenClaw
by: Zhang, Manyi, et al.
Published: (2026)
by: Zhang, Manyi, et al.
Published: (2026)
Revisiting Adversarial Training at Scale
by: Wang, Zeyu, et al.
Published: (2024)
by: Wang, Zeyu, et al.
Published: (2024)
DASH: Dynamic Audio-Driven Semantic Chunking for Efficient Omnimodal Token Compression
by: Li, Bingzhou, et al.
Published: (2026)
by: Li, Bingzhou, et al.
Published: (2026)
REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation
by: Yuan, Puzhen, et al.
Published: (2025)
by: Yuan, Puzhen, et al.
Published: (2025)
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning
by: Zhang, Yunchao, et al.
Published: (2022)
by: Zhang, Yunchao, et al.
Published: (2022)
ProSoftArena: Benchmarking Hierarchical Capabilities of Multimodal Agents in Professional Software Environments
by: Ai, Jiaxin, et al.
Published: (2025)
by: Ai, Jiaxin, et al.
Published: (2025)
Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents
by: Ye, Bowen, et al.
Published: (2026)
by: Ye, Bowen, et al.
Published: (2026)
ClawGym: A Scalable Framework for Building Effective Claw Agents
by: Bai, Fei, et al.
Published: (2026)
by: Bai, Fei, et al.
Published: (2026)
$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
by: Yang, Siwei, et al.
Published: (2025)
by: Yang, Siwei, et al.
Published: (2025)
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
by: Ma, Ziyu, et al.
Published: (2026)
by: Ma, Ziyu, et al.
Published: (2026)
OpenVision 3: A Family of Unified Visual Encoder for Both Understanding and Generation
by: Zhang, Letian, et al.
Published: (2026)
by: Zhang, Letian, et al.
Published: (2026)
VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation
by: Han, Qijun, et al.
Published: (2026)
by: Han, Qijun, et al.
Published: (2026)
Similar Items
-
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
by: Xia, Peng, et al.
Published: (2026) -
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents
by: Lai, Yuxiang, et al.
Published: (2026) -
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
by: Liu, Jiaqi, et al.
Published: (2025) -
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026) -
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
by: Xia, Peng, et al.
Published: (2026)