Machine Heart

Jul 10, 2026 · Artificial Intelligence

Introducing HOI-Edit: A New Benchmark and Self‑Correcting Framework for Interactive Image Editing

The paper presents HOI-Edit, the first hierarchical cognitive benchmark for human‑object interaction image editing, proposes the HOI‑Eval automatic metric based on paired‑region grounding, and introduces the SCPE self‑correcting framework that leverages I2V video feedback to markedly improve interaction accuracy, identity preservation, and physical reasoning.