YOLOv11 replaces RetinaNet in the MLPerf Inference v6.0 edge suite — higher accuracy, fewer parameters, and a better stress test for real-world hardware. Here's how the MLCommons built the new benchmark. https://mlcommons.org/2026/03/yolo-inference/

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