Underwater Image Enhancement on SUIM-E (test)
25.989PSNRFUSION
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FUSION2025.12 | 25.989 | 0.85 | 0.118 | 3.183 | 7.679 | 18.655 | |
| SGUIE-Net2025.12 | 25.987 | 0.857 | 0.153 | 2.637 | 7.09 | 25.927 | |
| TIDE2025.12 | 25.987 | 0.906 | 0.119 | 3.195 | 7.685 | 18.605 | |
| MambaNetCategory=Deep learning2026.06 | 25.58 | 0.9356 | 0.078 | — | — | — | |
| Lit-Net2025.12 | 25.117 | 0.884 | 0.118 | 2.918 | 7.368 | 19.602 | |
| UGAN-P2025.12 | 25.05 | 0.827 | 0.188 | 2.901 | 7.184 | 18.768 | |
| DWNet2025.12 | 24.85 | 0.861 | 0.133 | 2.707 | 7.381 | 20.757 | |
| UGAN2025.12 | 24.704 | 0.826 | 0.19 | 2.894 | 7.175 | 20.288 | |
| FUnIE-GAN2025.12 | 23.59 | 0.825 | 0.189 | 2.918 | 7.121 | 22.56 | |
| Mamba-UIECategory=Deep learning2026.06 | 23.24 | 0.9258 | 0.104 | — | — | — | |
| LiteEnhanceNetCategory=Deep learning2026.06 | 23.08 | 0.9084 | 0.1 | — | — | — | |
| RAUNE-NetCategory=Deep learning2026.06 | 22.9 | 0.9099 | 0.102 | — | — | — | |
| PhaseformerCategory=Deep learning2026.06 | 22.86 | 0.9067 | 0.093 | — | — | — | |
| Ushape2025.12 | 22.647 | 0.783 | 0.213 | 2.873 | 7.061 | 22.876 | |
| UIR-PolyKernelCategory=Deep learning2026.06 | 22.42 | 0.9225 | 0.104 | — | — | — | |
| UIEC^2-NetCategory=Deep learning2026.06 | 22.29 | 0.9181 | 0.097 | — | — | — | |
| UnfoldNetCategory=Deep learning2026.06 | 21.98 | 0.8983 | 0.168 | — | — | — | |
| UColorCategory=Deep learning2026.06 | 21.21 | 0.8847 | 0.128 | — | — | — | |
| Variational ModelCategory=Classical2026.06 | 20.51 | 0.8913 | 0.138 | — | — | — | |
| AutoEnhancerCategory=Deep learning2026.06 | 19.89 | 0.8712 | 0.158 | — | — | — | |
| Shallow-UWNetCategory=Deep learning2026.06 | 19.24 | 0.8793 | 0.126 | — | — | — | |
| ULAP2025.12 | 19.148 | 0.744 | 0.231 | 2.115 | 7.475 | 21.25 | |
| P2CNetCategory=Deep learning2026.06 | 18.89 | 0.8179 | 0.17 | — | — | — | |
| WWPFCategory=Classical2026.06 | 18.09 | 0.7824 | 0.214 | — | — | — | |
| BayesianRetinexCategory=Classical2026.06 | 18.04 | 0.7992 | 0.277 | — | — | — | |
| MMLECategory=Classical2026.06 | 17.86 | 0.7582 | 0.224 | — | — | — | |
| CBAFCategory=Classical2026.06 | 17.47 | 0.8742 | 0.191 | — | — | — | |
| HFMCategory=Classical2026.06 | 17.15 | 0.822 | 0.218 | — | — | — | |
| PCDECategory=Classical2026.06 | 15.62 | 0.6809 | 0.292 | — | — | — | |
| UNTVCategory=Classical2026.06 | 15.48 | 0.5587 | 0.335 | — | — | — |