LongRCA Bench: Diagnosing Responsible Roles and Root Causes in Long-Horizon Agent Failures

Yunfei Zhang, Boyu Feng, Changhua Pei +14

When a long-horizon agent execution fails, outcome-level evaluation reveals the unsuccessful result but not where the decisive error entered the trajectory. Developers must then in…