Ryo Igarashi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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

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Michiko Yoshitake (1)Yuta Suzuki (1)Y. Ushiku (1)Keisuke Nagato (1)

Papers (1)

Mar 12, 2026

Michiko Yoshitake +44d ago

MaterialFigBENCH: benchmark dataset with figures for evaluating college-level materials science problem-solving abilities of multimodal large language models

Multimodal LLMs can ace materials science problems, but MaterialFigBench reveals they're often just memorizing answers instead of actually "seeing" the figures.

Michiko Yoshitake, Yuta Suzuki, Ryo Igarashi +2

Eval Frameworks & Benchmarks Multimodal Models Scientific Discovery & Drug Design

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Ryo Igarashi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)