SwiftVR achieves real-time one-step video restoration on consumer GPUs

Summary

SwiftVR is a streaming one-step generative video restoration framework that sustains 31 FPS at 2560x1440 on a single H100 and 26 FPS at 1920x1080 on a consumer RTX 5090, making it the first generative video restoration model to achieve real-time 1080p on consumer hardware.