Analysis of CNN evaluation results

Hello everyone, I’m a beginner in the field of machine learning, and I’m starting to learn CNN. I have some evaluation results using batch sizes 16, 32, 64, and optimizers Adam, RMSProp, and SGD. I conducted training for 100 epochs with early stop patience set to 2. I don’t understand how to analyze these evaluation results, is there anyone who can help me?