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Home/Authors/Siqi Wang

Siqi Wang

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

NLP×1Vision×1

Frequent co-authors

Yi Zhao1×
Zhe Hu1×
Yushi Li1×
Jing Li1×

Research Timeline

2026
A Visually Impaired Assistance Benchmark for VLM-as-a-Judge Evaluation

The paper introduces VIABLE, the first benchmark for evaluating Vision-Language Models (VLMs) as judges for Visually Impaired Assistance (VIA), finding that current models are largely unreliable and proposing VIA-Judge-Agent to improve evaluation.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.CVRecentMay 29, 2026

A Visually Impaired Assistance Benchmark for VLM-as-a-Judge Evaluation

Yi Zhao, Siqi Wang, Zhe Hu, Yushi Li +1 more

The paper introduces VIABLE, the first benchmark for evaluating Vision-Language Models (VLMs) as judges for Visually Impaired Assistance (VIA), finding that current models are largely unreliable and p…

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