model_comparison_results.csv

Model,Training Time (s),Training Loss,Training Accuracy,Testing Accuracy,Number of Parameters
VGG (1 block),63.35154914855957,0.6293009519577026,0.5546875,0.5,40146049
VGG (1 block),59.233471632003784,0.20334559679031372,0.8984375,0.53125,40146049
VGG (3 blocks),61.73457956314087,0.4268251359462738,0.8125,0.5625,8760641
"Transfer Learning (VGG16, fine-tune all layers)",404.3106565475464,0.6889094710350037,0.5234375,0.4375,19433793
"Transfer Learning (VGG16, fine-tune MLP layers only)",122.68520283699036,0.02926134131848812,0.9921875,0.78125,19433793