Underwater Image Enhancement on UIEB (test)
23.63PSNRSemi-UIR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Semi-UIR2026.05 | 23.63 | — | 86.8 | 0.12 | |
| ADR2026.05 | 22.97 | — | 90.4 | 0.1175 | |
| UDehaze-iT2026.05 | 22.1 | — | 88.42 | 0.1143 | |
| SCNet2026.05 | 22.08 | — | 86.25 | 0.1936 | |
| SCNet2026.05 | 22.08 | — | 86.25 | 0.1936 | |
| Ucolor2026.05 | 21.97 | — | 84.12 | 0.1945 | |
| Ucolor2026.05 | 21.97 | — | 84.12 | 0.1945 | |
| Espinosa et al.2026.05 | 20.92 | — | 88.02 | — | |
| Espinosa et al.2026.05 | 20.92 | — | 88.02 | — | |
| I2I-RFRBackbone=Palette [40]2026.03 | 20 | — | 84.69 | 0.1632 | |
| NU2Net2026.05 | 19.8 | — | 86.06 | 0.1833 | |
| NU2Net2026.05 | 19.8 | — | 86.06 | 0.1833 | |
| I2I-RFRBackbone=SFGNet [55]2026.03 | 19.69 | — | 85.15 | 0.164 | |
| I2I-RFR-CLBackbone=SFGNet [55], Variant=composite-loss2026.03 | 19.63 | — | 84.7 | 0.1674 | |
| I2I-RFRBackbone=Tang et al. [47]2026.03 | 19.56 | — | 84.62 | 0.1637 | |
| Shallow-UWnet2026.05 | 19.48 | — | 84.96 | 0.1828 | |
| Shallow-UWnet2026.05 | 19.48 | — | 84.96 | 0.1828 | |
| Chen et al.2026.05 | 19.37 | — | 87.7 | 0.1947 | |
| Chen et al.2026.05 | 19.37 | — | 87.7 | 0.1947 | |
| Water-Net2026.05 | 19.31 | — | 83.03 | 0.2016 | |
| Water-Net2026.05 | 19.31 | — | 83.03 | 0.2016 | |
| Water-NetInput Resolution=112x112, Inference Resolution=640x4802019.01 | 19.113 | 0.7976 | 79.71 | — | |
| SFGNet2026.03 | 18.82 | — | 83.15 | 0.1738 | |
| Palette2026.03 | 17.73 | — | 65.42 | 0.3113 | |
| I2I-RFRBackbone=U-Net [39]2026.03 | 17.69 | — | 80.92 | 0.2203 | |
| fusion-based2019.01 | 17.6077 | 1.128 | 77.21 | — | |
| Dense GAN2019.01 | 17.2843 | 1.2152 | 44.26 | — | |
| U-Net2026.03 | 17.2 | — | 79.57 | 0.2352 | |
| retinex-based2019.01 | 17.0168 | 1.2924 | 60.71 | — | |
| PCDE2026.05 | 15.83 | — | 70.32 | 0.3498 | |
| PCDE2026.05 | 15.83 | — | 70.32 | 0.3498 | |
| histogram prior2019.01 | 15.8215 | 1.7019 | 53.96 | — | |
| Water CycleGAN2019.01 | 15.7508 | 1.7298 | 52.1 | — | |
| blurriness-based2019.01 | 15.318 | 1.9111 | 60.29 | — | |
| Tang et al.Backbone=DDPM2026.03 | 14.63 | — | 71.1 | 0.2339 | |
| IBLA2026.05 | 14.39 | — | 57.33 | 0.4299 | |
| IBLA2026.05 | 14.39 | — | 57.33 | 0.4299 | |
| GDCP2019.01 | 12.0929 | 4.016 | 51.21 | — |