Does YOLO Really Need to See Every Training Image in Every Epoch?

Benchmark Model Rank Results
object-detection-on-pascal-voc-2007YOLO12x + AFSS#2MAP: 86.4%
object-detection-on-coco-val2017YOLO12x + AFSS#101box AP: 55.4
real-time-object-detection-on-coco-val2017YOLO12l + AFSS–box AP: 53.8
real-time-object-detection-on-coco-val2017YOLO12m + AFSS–box AP: 52.6
real-time-object-detection-on-coco-val2017YOLO12x + AFSS–box AP: 55.4
real-time-object-detection-on-coco-val2017YOLOv10n + AFSS–box AP: 38.6
real-time-object-detection-on-coco-val2017YOLOv10s + AFSS–box AP: 46.4