Multiscale Real-Time Object Detection in the NMS-Free Era: A Comparative Performance Evaluation of YOLOv8 and YOLO26. - Chidera Godsfavor Oguine; Kanyifeechukwu Jane Oguine; Obiozor M. Oguine; Ozioma Collins Oguine (CoRR, 2026)