The reliability of each image was assessed using four deep learning-based segmentation models: U-Net, SegNet, FCDenseNet, and PSPNet. The SegNet model outperformed the others, with an accuracy of ...

This advantage extends to other model scales. YOLOv12 also surpasses end-to-end real-time detectors that improve DETR, such as RT-DETR / RT-DETRv2: YOLOv12-S beats RT-DETR-R18 / RT-DETRv2-R18 while ...