ResearchBenchmarksImage Rescaling on DIV2K first 10 images (val)Follow0.1609Downscaling Time (s)FaithEIR0.1450920.2517960.35850.465204May 1, 2026Evaluation ResultsMethodMethodLinksDownscaling Time (s)Upscaling Time (s)Model Parameters (M)FaithEIRScale Factor=16×Scale Factor=16×2026.050.16095.7912985.03T-IRNScale Factor=16×Scale Factor=16×2026.050.21730.40799.95IRNScale Factor=16×Scale Factor=16×2026.050.40320.49634.2VQIRScale Factor=16×Scale Factor=16×2026.050.48672.267184.93TADMScale Factor=16×Scale Factor=16×2026.050.55611.68371,354.52