Effective Diffusion Transformer Architecture for High-Quality Image Super-Resolution

The proposed DiT-SR architecture, which combines the advantages of U-shaped and isotropic designs, outperforms existing training-from-scratch diffusion-based super-resolution methods and even rivals the performance of prior-based methods with significantly fewer parameters.