DyReMe generates fresh, confounded medical consultation cases to expose weaknesses in state-of-the-art LLMs across accuracy, veracity, helpfulness, and consistency beyond static benchmarks.
4.Rationality assessment: • Rationality of the reference answer:Ensure that the reference answer can be logically deduced from the original symptom list and selected symptoms
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
DyReMe generates fresh, confounded medical consultation cases to expose weaknesses in state-of-the-art LLMs across accuracy, veracity, helpfulness, and consistency beyond static benchmarks.