Articular cartilage degeneration and focal defects contribute to chronic pain and functional limitation, yet durable regeneration remains challenging because cartilage is avascular and has low cellularity. Injectable hydrogels adaptively fill defects, which can provide an extracellular matrix microenvironment and deliver therapeutic signals. This review surveys recent injectable hydrogel technologies for articular cartilage regeneration, emphasizing how network formation mechanisms govern retention and early function at the joint. Three representative strategies are discussed, including in situ gelling systems where precursor is injected and solidified on demand, shear thinning and self-healing hydrogels that flow under shear via reversible interactions and recover after injection, and injectable hydrogel microparticles where building blocks assemble into porous scaffolds. The results reveal that successful injectable hydrogels are a balance among operability, spatiotemporal control of network formation, early structural integrity, and tissue interaction.