Uncertainty Quantification in Detection Transformers: Object-Level Calibration and Image-Level Reliability

Young-Jin Park, Carson Sobolewski, Navid Azizan

DETR and its variants have emerged as promising architectures for object detection, offering an end-to-end prediction pipeline. In practice, however, DETRs generate hundreds of pre…