OpenCodePapers

computer-use-agents-on-webarena

AgentsComputer Use Agents
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PaperCodeSuccess RateModelNameReleaseDate
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents73.6Qwen-UI-Agent (27B)2026-07-30
Holo3: Foundational Models for Navigation and Computer Use Agents64.8Holo3-35B-A3B2026-04-01
Qwen-CUA: Native Computer Use for (almost) Everything✓ Link64.16Qwen-CUA2026-08-02
WebChallenger: A Reliable and Efficient Generalist Web Agent✓ Link56.3WebChallenger (GLM-4-32B)2026-06-09
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents✓ Link56.0CUA-GYM-A17B2026-05-25
Holo2: Foundational Models for Navigation and Computer Use Agents46.3Holo2-30B-A3B2026-02-03
Mem-π: Adaptive Memory through Learning When and What to Generate46.1Mem-π (Qwen2.5-7B base)2026-05-20
Holo2: Foundational Models for Navigation and Computer Use Agents42.2Holo2-8B2026-02-03
Structured Distillation of Web Agent Capabilities Enables Generalization✓ Link41.5A3-Qwen3.5-9B2026-04-09
Holo2: Foundational Models for Navigation and Computer Use Agents41.0Holo2-4B2026-02-03
Online Skill Learning for Web Agents via State-Grounded Dynamic Retrieval✓ Link37.5SGDR (GPT-4.1)2026-06-03
AgentDevel: Reframing Self-Evolving LLM Agents as Release Engineering35.5AgentDevel (final)2026-01-08
WebWorld: A Large-Scale World Model for Web Agent Training24.3Qwen3-14B + WebWorld2026-02-16
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