一作ICLR 2026Poster· Social Aspects / Trustworthy Machine Learning
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
Yunseok Han · Yejoon Lee · Jaeyoung Do
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Yunseok Han · Yejoon Lee · Jaeyoung Do
Sunghwan Steve Cho · Yunseok Han · Jaeyoung Do
Longitudinal chest X-ray (CXR) interpretation requires reasoning over disease evolution across multiple patient visits, yet most existing medical VQA benchmarks focus on single images or short-horizon image pairs. We introduce MI-CXR , a benchmark for standardized evaluation of M ulti- I nterval...