Olivier Michielin

MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology

Multimodal Large Language Models (LLMs) hold promise for biomedical reasoning, but current benchmarks fail to capture the complexity of real-world clinical workflows. Existing evaluations primarily assess unimodal, decontextualized question-answering, overlooking multi-agent decision-making environm…