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Sina Tayebati | Lattice

Sina Tayebati

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Publication activitypapers/week, last 8 weeks

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

Frequent co-authors

Divake Kumar (1)Devashri Naik (1)Ranganath Krishnan (1)A. Trivedi (1)

Papers (1)

Apr 28, 2026

Divake Kumar +43w ago

VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation

VLMs can ace the ranking but bomb the scoring, revealing a critical flaw in how we evaluate multimodal systems.

Divake Kumar, Sina Tayebati, Devashri Naik +2

Computer Vision Eval Frameworks & Benchmarks Multimodal Models