The development of efficient electrochemical energy storage device is crucial for future renewable energy management. Aqueous rechargeable batteries (ARBs) are considered to be one of the sustainable battery’s technologies due to its low cost, ease of manufacture, high safety and environmental friendliness. However, some tough issues such as the narrow electrochemical stability window of water, chemical instability of electrode materials, uncontrollable dendrite growth and poor cycling lifespan severely limited the development of high-energy aqueous batteries with stabilization and infallible safety. This article mainly summarized current and future challenges and the advanced science and technology to meet these challenges of various ARBs such as aqueous Li/Na/K/Mg/Ca/Al/-ion batteries, aqueous flow battery and photo-responsive battery. In addition, the potential direction and future prospect of the further development of these system batteries are discussed. Finally, given the various technologies and their associated technical challenges, we are motivated to develop the 2022 roadmap on aqueous batteries.