Efficient texture loading in Three.js relies on asynchronous operations to maintain a smooth rendering loop. Key components like THREE.TextureLoader and THREE.LoadingManager facilitate callback handling for texture readiness and error management. Utilizing compressed textures and caching strategies further optimizes performance, reducing redundancy and enhancing overall rendering efficiency.