Suryanarayana Reddy Yarrabothula

Indian Institute of Technology Bhilai, Steel Authority of India Limited

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Publication activitypapers/week, last 8 weeks

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

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Manisha Chawla (1)Kunal Sinha (1)Gagan Raj Gupta (1)Sashank Lekkala (1)

Papers (1)

Jul 6, 2026

IIT1w ago·also Steel Authority of India Limited

SteelBench: Evaluating Vision-Language Models in Real-World Industrial Environments

Unaudited labels can inflate VLM accuracy by up to 17 percentage points, revealing critical flaws in current evaluation practices for industrial AI systems.

Suryanarayana Reddy Yarrabothula, Manisha Chawla, Kunal Sinha +5

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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Suryanarayana Reddy Yarrabothula

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)