Task-Utility IQA: Rethinking Image Quality Assessment in Embodied Tasks.

arXiv:2610.35905v1 Announce Type: cross Abstract: Image quality assessment (IQA) underpins embodied imaging pipelines by judging whether visual quality satisfies downstream tasks, yet most existing methods learn task-agnostic scores aligned with generic human