SMRTR AIJul 7, 2026PyCharm Blog

Best Object Detection Models for Machine Learning

SMRTR summary

In 2026, three models dominate object detection: RF-DETR leads in accuracy, becoming the first real-time detector to break 60 mAP on MS COCO, while YOLO26 is best for edge devices with 43% faster CPU inference than its predecessor, and YOLO12 excels in research benchmarking with attention-based architecture.

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