S M Rayeed

Rensselaer Polytechnic Institute

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)

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Charles V. Stewart (1)Qiong Wu (1)Yao Ma (1)

Papers (1)

Jun 30, 2026

Identifying and Resolving Pitfalls of Knowledge-Based VQA Benchmarks: Auditing, Repairing, and Augmenting

Existing KB-VQA benchmarks mislead model evaluation, with flawed assumptions leading to overestimated reasoning capabilities in Visual Language Models.

S M Rayeed, Charles V. Stewart, Qiong Wu +1

Eval Frameworks & Benchmarks Multimodal Models

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S M Rayeed

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)