**The dataset contains 5,500 images of Asian and Caucasian, male and female faces. Each face is carefully rated on a scale of 1 to 5, providing valuable insights into cross-cultural beauty standards and individual preferences.**Uncovering the nuances of facial attractiveness using the SCUT-FBP5500 V2 can aid research in computer vision, psychology, and machine learning. Each sample is a 350×350 RGB image, and each label has a value ranging from 1.0 to 5.0.