Image Deraining on 1200 (test)
35.19PSNROPIR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OPIRsetting=task-aligned2026.01 | 35.19 | 0.941 | — | |
| MLMIRSetting=Task-aligned, Evaluation Channel=Y channel2026.06 | 35.02 | 0.941 | — | |
| UnfoldLDMPara. (M)=23.76, FLOPs (G)=87.332025.11 | 34.28 | 0.937 | — | |
| Restormer+Ours-crefinement_module=Ours-c2024.03 | 33.48 | 0.929 | — | |
| MHNetsetting=task-aligned2026.01 | 33.45 | 0.925 | — | |
| DeepSN-NetPara. (M)=22.72, FLOPs (G)=364.132025.11 | 33.45 | 0.931 | — | |
| MHNetSetting=Task-aligned, Evaluation Channel=Y channel2026.06 | 33.45 | 0.925 | — | |
| PPTformersetting=task-aligned2026.01 | 33.39 | 0.911 | — | |
| PPTformerSetting=Task-aligned, Evaluation Channel=Y channel2026.06 | 33.39 | 0.911 | — | |
| FreqMamba2026.05 | 33.36 | 0.931 | — | |
| SPAIR+Ours-crefinement_module=Ours-c2024.03 | 33.35 | 0.924 | — | |
| VMambaIRPara. (M)=25.17, FLOPs (G)=537.262025.11 | 33.33 | 0.926 | — | |
| VMambaIR2026.05 | 33.33 | 0.926 | — | |
| ACLsetting=task-aligned2026.01 | 33.27 | 0.928 | — | |
| ACLSetting=Task-aligned, Evaluation Channel=Y channel2026.06 | 33.27 | 0.928 | — | |
| DGUNetPara. (M)=69.57, FLOPs (G)=2335.462025.11 | 33.23 | 0.92 | — | |
| Restormer2021.11 | 33.19 | 0.926 | — | |
| Restormer2024.03 | 33.19 | 0.926 | — | |
| Restormer2026.05 | 33.19 | 0.926 | — | |
| EfDeRain+setting=task-aligned2026.01 | 33.12 | 0.925 | — | |
| EfDeRain+Setting=Task-aligned, Evaluation Channel=Y channel2026.06 | 33.12 | 0.925 | — | |
| FSNetsetting=task-aligned2026.01 | 33.08 | 0.916 | — | |
| FSNetSetting=Task-aligned, Evaluation Channel=Y channel2026.06 | 33.08 | 0.916 | — | |
| Fourmer2026.05 | 33.05 | 0.921 | — | |
| SPAIR2021.11 | 33.04 | 0.922 | — | |
| SPAIR2024.03 | 33.04 | 0.922 | — | |
| SPAIR2026.05 | 33.04 | 0.922 | — | |
| MPRNet2021.11 | 32.91 | 0.916 | — | |
| MPRNET2026.05 | 32.91 | 0.916 | — | |
| ENS-Deraining2026.05 | 32.85 | 0.923 | — | |
| MambaIRPara. (M)=31.51, FLOPs (G)=363.842025.11 | 32.56 | 0.923 | — | |
| PRISM2025.11 | 32.56 | 0.913 | — | |
| MambaIR2026.05 | 32.56 | 0.923 | — | |
| MSPFNedge constraint=with2020.03 | 32.39 | 0.916 | 0.96 | |
| MSPFN2021.11 | 32.39 | 0.916 | — | |
| MSPFN2026.05 | 32.39 | 0.916 | — | |
| DiNAT-IR2025.11 | 32.31 | 0.923 | — | |
| MSPFNedge constraint=without2020.03 | 32.22 | 0.914 | 0.958 | |
| PreNet2020.03 | 31.36 | 0.911 | 0.955 | |
| PreNet2021.11 | 31.36 | 0.911 | — | |
| PreNet2026.05 | 31.36 | 0.911 | — | |
| UMRL2020.03 | 30.55 | 0.91 | 0.955 | |
| UMRL2021.11 | 30.55 | 0.91 | — | |
| UMRLL2026.05 | 30.55 | 0.91 | — | |
| RESCAN2020.03 | 30.51 | 0.882 | 0.944 | |
| RESCAN2021.11 | 30.51 | 0.882 | — | |
| RESCAN2026.05 | 30.51 | 0.882 | — | |
| DIDMDN2020.03 | 29.65 | 0.901 | 0.95 | |
| DIDMDN2021.11 | 29.65 | 0.901 | — | |
| SEMI2020.03 | 26.05 | 0.822 | 0.917 | |
| SEMI2021.11 | 26.05 | 0.822 | — | |
| DerainNet2020.03 | 23.38 | 0.835 | 0.924 | |
| DerainNet2021.11 | 23.38 | 0.835 | — | |
| DerainNet2026.05 | 23.38 | 0.835 | — |