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Audit then score benchmark accuracy rises from 60.8 percent in Round 0 to 80.4 percent in Round 1, 85.3 percent in Round 2, and 90.9 percent in Round 3.

Audit then score turns AI ground truth into a process

Audit then score is a benchmark protocol that revises labels before grading. Amazon says it lifted expert accuracy from 60.8% to 90.9%.

Lars Cornelissen · Jun 4, 2026