The purpose of this study is to explore the effects of instant replay system on baseball games. Take Popcorn Baseball League as an example. This study obtains auxiliary judgment data immediately through reviewing the replay image by the league referee. Thus, we can have better understandings of successful challenge rate. Finally, the conclusion is put forward to provide a reference for the future development of Popcorn Baseball League.