InsClaimBench: Benchmarking Insurance Claim Adjudication Across the Decision Chain

Linqi Zhang, Chong Qi, Yan Cheng +4

Recent advances in reasoning-oriented large language models (LLMs) have motivated increasing evaluation of their ability to perform professional decision tasks. Insurance claim adj…