Image Denoising on Image Denoising Dataset (test)
0.0839MSEFull-Multiscale
Evaluation Results
| Method | Links | |
|---|---|---|
| Full-MultiscaleSubsampling strategy (Coarsen)=true, Subsampling strategy (Crops)=false, #WU=28.7k, Backbone=ResNet2025.01 | 0.0839 | |
| Single-scale#WU=480k, Backbone=ResNet2025.01 | 0.0927 | |
| MultiscaleSubsampling strategy (Coarsen)=true, Subsampling strategy (Crops)=false, #WU=74k, Backbone=ResNet2025.01 | 0.0943 | |
| Full-MultiscaleSubsampling strategy (Coarsen)=true, Subsampling strategy (Crops)=false, #WU=28.7k, Backbone=UNet2025.01 | 0.1086 | |
| Full-MultiscaleSubsampling strategy (Coarsen)=true, Subsampling strategy (Crops)=true, #WU=28.7k, Backbone=ResNet2025.01 | 0.1366 | |
| MultiscaleSubsampling strategy (Coarsen)=true, Subsampling strategy (Crops)=false, #WU=74k, Backbone=UNet2025.01 | 0.1417 | |
| Single-scale#WU=480k, Backbone=UNet2025.01 | 0.1472 | |
| Full-MultiscaleSubsampling strategy (Coarsen)=false, Subsampling strategy (Crops)=true, #WU=28.7k, Backbone=ResNet2025.01 | 0.1599 | |
| Full-MultiscaleSubsampling strategy (Coarsen)=true, Subsampling strategy (Crops)=true, #WU=28.7k, Backbone=UNet2025.01 | 0.2632 | |
| Full-MultiscaleSubsampling strategy (Coarsen)=false, Subsampling strategy (Crops)=true, #WU=28.7k, Backbone=UNet2025.01 | 0.2723 |