Data Party THU

Oct 3, 2026 · Artificial Intelligence

Agentic Visual Generation: A Five-Level Hierarchy of Controller Decision-Making

This survey introduces a five-level hierarchy (L0–L4) for agentic visual generation systems, classifying them by how far the controller can influence generation decisions—from fixed support to cross-task experience reuse—and proposes a level-conditioned evaluation protocol to isolate causal contributions of control scope.