RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
Fuente:
arXiv
Saved in:
| Main Authors: | Ye, Suyu, Shi, Haojun, Shih, Darren, Yun, Hyokun, Roosta, Tanya, Shu, Tianmin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Synthetic Users, Real Differences: an Evaluation Framework for User Simulation in Multi-Turn Conversations
by: Liu, Yu Lu, et al.
Published: (2026)
by: Liu, Yu Lu, et al.
Published: (2026)
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
by: Shi, Haojun, et al.
Published: (2024)
by: Shi, Haojun, et al.
Published: (2024)
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
by: Lù, Xing Han, et al.
Published: (2024)
by: Lù, Xing Han, et al.
Published: (2024)
GuideWeb: A Benchmark for Automatic In-App Guide Generation on Real-World Web UIs
by: Gan, Chengguang, et al.
Published: (2026)
by: Gan, Chengguang, et al.
Published: (2026)
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
by: Goel, Arushi, et al.
Published: (2026)
by: Goel, Arushi, et al.
Published: (2026)
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos
by: Yu, Shoubin, et al.
Published: (2026)
by: Yu, Shoubin, et al.
Published: (2026)
Web World Models
by: Feng, Jichen, et al.
Published: (2025)
by: Feng, Jichen, et al.
Published: (2025)
WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents
by: Liu, Junteng, et al.
Published: (2025)
by: Liu, Junteng, et al.
Published: (2025)
Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks
by: Jang, Lawrence Keunho, et al.
Published: (2026)
by: Jang, Lawrence Keunho, et al.
Published: (2026)
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation
by: Ding, Shuangrui, et al.
Published: (2026)
by: Ding, Shuangrui, et al.
Published: (2026)
When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation
by: Zou, Henry Peng, et al.
Published: (2026)
by: Zou, Henry Peng, et al.
Published: (2026)
WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
by: Yu, Xinmiao, et al.
Published: (2026)
by: Yu, Xinmiao, et al.
Published: (2026)
FrontierFinance: A Long-Horizon Computer-Use Benchmark of Real-World Financial Tasks
by: Krumdick, Michael, et al.
Published: (2026)
by: Krumdick, Michael, et al.
Published: (2026)
The Era of Real-World Human Interaction: RL from User Conversations
by: Jin, Chuanyang, et al.
Published: (2025)
by: Jin, Chuanyang, et al.
Published: (2025)
PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios
by: Lu, Xudong, et al.
Published: (2026)
by: Lu, Xudong, et al.
Published: (2026)
Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models
by: Zhang, YiFan, et al.
Published: (2024)
by: Zhang, YiFan, et al.
Published: (2024)
I Think, Therefore I Am Under-Qualified? A Benchmark for Evaluating Linguistic Shibboleth Detection in LLM Hiring Evaluations
by: Kharchenko, Julia, et al.
Published: (2025)
by: Kharchenko, Julia, et al.
Published: (2025)
STAR: A Benchmark for Situated Reasoning in Real-World Videos
by: Wu, Bo, et al.
Published: (2024)
by: Wu, Bo, et al.
Published: (2024)
MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
by: Gur, Izzeddin, et al.
Published: (2023)
by: Gur, Izzeddin, et al.
Published: (2023)
Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models
by: Zheng, Yue, et al.
Published: (2025)
by: Zheng, Yue, et al.
Published: (2025)
WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
by: Qiao, Zile, et al.
Published: (2025)
by: Qiao, Zile, et al.
Published: (2025)
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
by: He, Hongliang, et al.
Published: (2024)
by: He, Hongliang, et al.
Published: (2024)
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
by: Wei, Zhepei, et al.
Published: (2025)
by: Wei, Zhepei, et al.
Published: (2025)
Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM Agents
by: Luo, Yaxin, et al.
Published: (2025)
by: Luo, Yaxin, et al.
Published: (2025)
WebGuard: Building a Generalizable Guardrail for Web Agents
by: Zheng, Boyuan, et al.
Published: (2025)
by: Zheng, Boyuan, et al.
Published: (2025)
Exploring In-Image Machine Translation with Real-World Background
by: Tian, Yanzhi, et al.
Published: (2025)
by: Tian, Yanzhi, et al.
Published: (2025)
GTA: Generating Long-Horizon Tasks for Web Agents at Scale
by: Huang, Tenghao, et al.
Published: (2026)
by: Huang, Tenghao, et al.
Published: (2026)
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
by: Zhang, Ziyun, et al.
Published: (2026)
by: Zhang, Ziyun, et al.
Published: (2026)
MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments
by: Wang, Han, et al.
Published: (2026)
by: Wang, Han, et al.
Published: (2026)
Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History
by: Kim, Serin, et al.
Published: (2026)
by: Kim, Serin, et al.
Published: (2026)
A Visually Impaired Assistance Benchmark for VLM-as-a-Judge Evaluation
by: Zhao, Yi, et al.
Published: (2026)
by: Zhao, Yi, et al.
Published: (2026)
PAN: A World Model for General, Interactable, and Long-Horizon World Simulation
by: PAN Team, et al.
Published: (2025)
by: PAN Team, et al.
Published: (2025)
Tur[k]ingBench: A Challenge Benchmark for Web Agents
by: Xu, Kevin, et al.
Published: (2024)
by: Xu, Kevin, et al.
Published: (2024)
MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
by: Li, Yan, et al.
Published: (2026)
by: Li, Yan, et al.
Published: (2026)
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
by: Koh, Jing Yu, et al.
Published: (2024)
by: Koh, Jing Yu, et al.
Published: (2024)
Temporal Preferences in Language Models for Long-Horizon Assistance
by: Mazyaki, Ali, et al.
Published: (2025)
by: Mazyaki, Ali, et al.
Published: (2025)
WebInject: Prompt Injection Attack to Web Agents
by: Wang, Xilong, et al.
Published: (2025)
by: Wang, Xilong, et al.
Published: (2025)
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search
by: Jia, Yiming, et al.
Published: (2025)
by: Jia, Yiming, et al.
Published: (2025)
The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs
by: Guan, Bryan, et al.
Published: (2025)
by: Guan, Bryan, et al.
Published: (2025)
Similar Items
-
Synthetic Users, Real Differences: an Evaluation Framework for User Simulation in Multi-Turn Conversations
by: Liu, Yu Lu, et al.
Published: (2026) -
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
by: Shi, Haojun, et al.
Published: (2024) -
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
by: Lù, Xing Han, et al.
Published: (2024) -
GuideWeb: A Benchmark for Automatic In-App Guide Generation on Real-World Web UIs
by: Gan, Chengguang, et al.
Published: (2026) -
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
by: Goel, Arushi, et al.
Published: (2026)