It's impossible to definitively say which female face shape is most attractive as beauty is subjective and varies based on individual preferences and cultural norms. However, some face shapes are often considered aesthetically pleasing due to their proportions and features.
The oval face shape is frequently regarded as ideal due to its balanced proportions and compatibility with diverse hairstyles and makeup styles. Other face shapes like heart and round are also often admired for their youthful and feminine appeal.
Ultimately, beauty is a personal perception, and no single face shape holds a universal claim to being the most attractive.