Hi, there is the latest comparison chart of YOLOv3 vs YOLOv4 vs YOLO 5-Ultralytics which are trained with the same settings by using Ultralytics repository.

https://github.com/AlexeyAB/darknet/issues/5920#issuecomment-642213028