Antti Vepsäläinen

IQM Quantum Computers

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Scientific Discovery & Drug Design (1)

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Shuxiang Cao (1)Abhishek Agarwal (1)Grace Bratrud (1)Niyaz R. Beysengulov (1)

Papers (1)

Apr 28, 2026

Apr 28, 2026·also Fermi National Accelerator Laboratory, Harvard, IQM Quantum Computers, LBNL +4

QCalEval: Benchmarking Vision-Language Models for Quantum Calibration Plot Understanding

VLMs struggle to interpret quantum computing calibration plots, with many open-weight models *worsening* in performance when given multiple example plots in context.

Shuxiang Cao, Abhishek Agarwal, Grace Bratrud +25

Eval Frameworks & Benchmarks Multimodal Models Scientific Discovery & Drug Design

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Antti Vepsäläinen

Research focus

Frequent co-authors

Papers (1)