Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty

Sarina Penquitt, Jonathan Klees, Antonia van Betteray +4

While object detection has advanced through improved architectures and open-vocabulary models, we provide strong evidence that benchmark quality is limited by annotation incomplete…