Image Deraining on 2800 (test)
34.47PSNRRestormer+Ours-c
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Restormer+Ours-crefinement_module=Ours-c2024.03 | 34.47 | 0.951 | — | |
| UnfoldLDMPara. (M)=23.76, FLOPs (G)=87.332025.11 | 34.3 | 0.948 | — | |
| KBNetMACs=108G2023.03 | 34.19 | 0.944 | — | |
| Restormer2021.11 | 34.18 | 0.944 | — | |
| RestormerMACs=141G2023.03 | 34.18 | 0.944 | — | |
| Restormer2024.03 | 34.18 | 0.944 | — | |
| VMambaIRPara. (M)=25.17, FLOPs (G)=537.262025.11 | 34.01 | 0.944 | — | |
| DeepSN-NetPara. (M)=22.72, FLOPs (G)=364.132025.11 | 34.01 | 0.942 | — | |
| DiNAT-IR2025.11 | 33.91 | 0.943 | — | |
| PRISM2025.11 | 33.73 | 0.939 | — | |
| DGUNetPara. (M)=69.57, FLOPs (G)=2335.462025.11 | 33.68 | 0.938 | — | |
| MPRNet2021.11 | 33.64 | 0.938 | — | |
| MPRNetMACs=1.4T2023.03 | 33.64 | 0.938 | — | |
| SPAIR+Ours-crefinement_module=Ours-c2024.03 | 33.58 | 0.942 | — | |
| MambaIRPara. (M)=31.51, FLOPs (G)=363.842025.11 | 33.58 | 0.927 | — | |
| SPAIR2021.11 | 33.34 | 0.936 | — | |
| SPAIR2023.03 | 33.34 | 0.936 | — | |
| SPAIR2024.03 | 33.34 | 0.936 | — | |
| KBNetsMACs=69G2023.03 | 33.1 | 0.938 | — | |
| MSPFNedge constraint=with2020.03 | 32.82 | 0.93 | 0.966 | |
| MSPFN2021.11 | 32.82 | 0.93 | — | |
| MSPFN2023.03 | 32.82 | 0.93 | — | |
| MSPFNedge constraint=without2020.03 | 32.7 | 0.928 | 0.964 | |
| PreNet2020.03 | 31.75 | 0.916 | 0.956 | |
| PreNet2021.11 | 31.75 | 0.916 | — | |
| PreNetMACs=66.2G2023.03 | 31.75 | 0.916 | — | |
| RESCAN2020.03 | 31.29 | 0.904 | 0.952 | |
| RESCAN2021.11 | 31.29 | 0.904 | — | |
| RESCAN2023.03 | 31.29 | 0.904 | — | |
| IR-SDEPara. (M)=135.30, FLOPs (G)=469.232025.11 | 30.42 | 0.891 | — | |
| UMRL2020.03 | 29.97 | 0.905 | 0.955 | |
| UMRL2021.11 | 29.97 | 0.905 | — | |
| UMRL2023.03 | 29.97 | 0.905 | — | |
| DIDMDN2020.03 | 28.13 | 0.867 | 0.943 | |
| DIDMDN2021.11 | 28.13 | 0.867 | — | |
| DIDMDN2023.03 | 28.13 | 0.867 | — | |
| SEMI2020.03 | 24.43 | 0.782 | 0.897 | |
| SEMI2021.11 | 24.43 | 0.782 | — | |
| SEMI2023.03 | 24.43 | 0.782 | — | |
| DerainNet2020.03 | 24.31 | 0.861 | 0.93 | |
| DerainNet2021.11 | 24.31 | 0.861 | — | |
| DerainNet2023.03 | 24.31 | 0.861 | — |