Underwater Image Enhancement on UIEB (SSIM, PSNR, LPIPS, FSIM)
94.2SSIMHero-Mamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Hero-MambaVenue=This paper2026.04 | 94.2 | 24.526 | 0.125 | 94.5 | |
| Water MambaVenue=Arxiv 20242026.04 | 93.1 | 24.751 | 0.143 | 97.3 | |
| NU2NetVenue=AAAI 20232026.04 | 90.7 | 22.633 | 0.1 | 94.9 | |
| WF-DiffVenue=CVPR 20242026.04 | 87.3 | 27.26 | 0.139 | 89.7 | |
| PUIE-NetVenue=ECCV 20222026.04 | 85.4 | 21.501 | 0.132 | 86.3 | |
| Semi-UIRVenue=CVPR 20232026.04 | 82.1 | 23.4 | 0.157 | 93.2 | |
| FUnIE-GanVenue=RAL 20202026.04 | 81.4 | 18.781 | 0.163 | 91.9 | |
| U-GanVenue=ICRA 20182026.04 | 80.5 | 19.676 | 0.197 | 91.2 | |
| MLMIRSetting=All-in-one2026.06 | 0.893 | 21.82 | 0.161 | — | |
| Perceive-IRSetting=All-in-one2026.06 | 0.891 | 21.77 | 0.169 | — | |
| VLU-NetSetting=All-in-one2026.06 | 0.889 | 21.58 | 0.172 | — | |
| ACLSetting=All-in-one2026.06 | 0.867 | 20.94 | 0.201 | — | |
| ECFNetSetting=All-in-one2026.06 | 0.856 | 20.49 | 0.223 | — | |
| EfDeRain+Setting=All-in-one2026.06 | 0.741 | 17.66 | 0.377 | — |