NumBench: Diagnosing Counting Failures in Text-to-Image Models

Sandeep Wadhwa, Mayank Vatsa, Richa Singh +2

Text-to-image (T2I) models often generate the wrong number of objects, yet existing benchmarks are too small or weakly controlled to explain why. We introduce \textbf{NumBench}, a…