Ranganath Krishnan

Capital One AI Labs

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Tool Use & Agents (1)

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Divake Kumar (1)Sina Tayebati (1)Devashri Naik (1)Amanda Sofie Rios (1)

Papers (1)

Jun 24, 2026

2w ago·also Capital One AI Labs, Intel Labs

Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets

UQ rankings for GUI grounding are stable within model classes but falter across different models and interfaces, highlighting the need for tailored calibration in practical applications.

Divake Kumar, Sina Tayebati, Devashri Naik +5

Eval Frameworks & Benchmarks Multimodal Models Tool Use & Agents

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Ranganath Krishnan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)