Youngchae Lee

Yonsei University College of Medicine

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Jungwoo Oh (1)Hyunseung Chung (1)Junhee Lee (1)Min-Gyu Kim (1)Hangyul Yoon (1)Kihong Lee (1)Ki Seong Lee (1)Muhan Yeo (1)

Papers (1)

Mar 15, 2026

Mar 15, 2026·also Ajou University School of Medicine, Yonsei

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation

Despite possessing relevant medical knowledge, current MLLMs fail spectacularly at multi-step ECG reasoning, achieving a mere 6% completion rate due to their inability to link clinical criteria to visual ECG evidence.

Jungwoo Oh, Hyunseung Chung, Junhee Lee +7

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

Youngchae Lee

Research focus

Frequent co-authors

Papers (1)

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Youngchae Lee

Research focus

Frequent co-authors

Papers (1)