NeXUI Benchmark Evaluates Assistive UI Agents for Nonvisual Navigation
A new standard called NeXUI has been launched to assess assistive user interface agents that help users navigate web pages while providing explanations for nonvisual interaction. This benchmark tackles issues faced by screen readers on dynamic websites. NeXUI aligns user objectives with the states of the interface, evaluating safety, efficiency, task completion, and the quality of explanations. The findings are presented in the paper titled 'Navigation Alone Is Not Enough: Evaluating Explanatory Assistive UI Agents,' which can be found on arXiv (identifier 2608.09944). The authors contend that these assistive agents should function as partners, keeping users updated instead of merely executing tasks. NeXUI seeks to enhance the development of assistive technologies, promoting effective communication for users of screen readers. The paper is categorized as cross, indicating multiple submissions.
Key facts
- NeXUI is a benchmark for assistive UI agents.
- It evaluates agents on safety, efficiency, task success, and explanation quality.
- The benchmark pairs realistic user goals with instrumented interface states.
- Agents reason from both visual context and structural information.
- The paper is titled 'Navigation Alone Is Not Enough: Evaluating Explanatory Assistive UI Agents'.
- The paper is available on arXiv with identifier 2608.09944.
- The announcement type is cross.
- The work addresses the difficulty of using modern web interfaces with screen readers.
Entities
Institutions
- arXiv