NumBench: Diagnosing Counting Failures in Text-to-Image Models
The Confidence-Weighted Numeric Precision Score (\cwnps), which aggregates three calibrated detectors and discounts uncertain proposals, is proposed for scalable evaluation and developed a process model in which requested instances compete for a finite set of resolvable image regions.
Sandeep Wadhwa, M. Vatsa, Richa Singh et al.
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