How Accurate Is Your AI? A Practical Guide to Benchmarking Against Human Graders

Step-by-step benchmarking playbook: sampling strategies, inter-rater agreement metrics, and how to interpret gaps between AI and human scoring.

Benchmarking AI against human graders — evaluation workflow visualization