SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

Figure 1. Speed and performance comparisons. SeedVR demonstrates impressive restoration capabilities, offering fine details and enhanced visual realism. Despite its 2.48B parameters, SeedVR is over 2× faster than existing diffusion-based video restoration approaches [20, 64, 82]. With delicate designs, SeedVR is as efficient as the Stable Diffusion Upscaler [2], even with five times the parameter count.