Xiaomi Tech

Sep 4, 2026 · Artificial Intelligence

Xiaomi's TRACE Method Wins IJCAI-ECAI 2026 CAR-bench Challenge with 70% Stable Pass Rate

Xiaomi's Darwin Agent team, collaborating with Nanjing University and Tsinghua University, won the IJCAI-ECAI 2026 CAR-bench Challenge Open Track with their TRACE method, achieving a 70% stable pass rate by decomposing experience into reusable actions, comparing execution traces to locate errors, and retrieving context-relevant experience for in-car voice assistant reliability.