ABACUS: A Benchmark for Image Editing Models to Assess Object Category and Counting Under Scene Conservation.

arXiv:2610.28316v1 Announce Type: cross Abstract: Instruction-based image editing models can now add, remove a specified number of objects or change their category while preserving the scene. Yet these models often fail to produce the correct number, and these