Mysticbirdie/image-cultural-accuracy-benchmark

Benchmark measuring historical accuracy of AI-generated images. 24 image pairs (3 characters × 8 scenes) set in Rome 110 CE, comparing naive prompts vs culturally-grounded prompts. Blinded A/B evaluation shows structured knowledge injection produces 5x more historically accurate images. Includes prompts, evaluation rubric, and reproducible pipeline

1 best points · 2 comments · 1 Hacker News post · 2 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: AI image models hallucinate history, we built a method to fix it it (1 points, 2 comments, by MysticBirdie, 2026-03-09)