# Hierarchical Structure

HiT-SR is a general strategy for enhancing transformer-based super-resolution methods, improving existing model structures to achieve better super-resolution performance while reducing computational burden.

SegFormer is a Transformer-based semantic segmentation model featuring a hierarchical encoder and lightweight MLP decoder design, excelling in benchmarks like ADE20K and Cityscapes.