YOLO (You Only Look Once)
Faster inference speed with comparable accuracy, more popular with active development in PyTorch.
Faster R-CNN
Higher accuracy but slower inference due to two-stage detection pipeline.
RetinaNet
Balances speed and accuracy using focal loss to handle class imbalance better.
EfficientDet
State-of-the-art efficiency and accuracy with scalable architecture.