LiteVSR: Lightweight Adaptation of Frozen Diffusion Transformers for Video Super-Resolution

Benchmark Model Rank Results
video-super-resolution-on-udm10-4x-realbasicvsr-degradationLiteVSR (Wan2.2-5B, 5-step full-rank adapter) (extra data)–PSNR: 23.01
video-super-resolution-on-videolqLiteVSR (Wan2.2-5B, 5-step full-rank adapter) (extra data)–MUSIQ: 59.05CLIP-IQA: 0.4681NIQE: 3.76DOVER: 0.4846
video-super-resolution-on-youhq40LiteVSR (Wan2.2-5B, 5-step full-rank adapter) (extra data)–PSNR: 21.28LPIPS: 0.3842CLIP-IQA: 0.5741MUSIQ: 68.67…