The early 20th century saw the rise of various avant-garde movements, including Fauvism, Cubism, and Futurism. Arnason discusses the works of artists like Henri Matisse, Pablo Picasso, and Umberto Boccioni, who pushed the boundaries of art with their innovative styles.