Separate deadline failures from returned-label errors in paired classifier benchmarks
A paired classifier benchmark should distinguish returned-label errors, invalid output, and deadline failures before interpreting an aggregate accuracy change. Count failed attempts in the operational success denominator, but do not treat a conservative fallback that matches an a…