ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection

Hong Lu, Yali Bian, Rahul C. Shah

High-quality annotations are essential for object detection models, but ensuring label accuracy - especially for bounding boxes - remains both challenging and costly. This paper in…