This article reviews the evolution and current state of decentralized exchanges (DEXs) and their derivatives markets in recent years. It focuses on how decentralized derivatives enable efficient and secure trading through smart contracts while analyzing the market dynamics driven by risk hedging and high returns. By exploring the technical architecture, tokenomics, and market trends of leading DEX platforms, it offers visionary industry insights and development references for investors and developers.