| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LSUI (test) | SDAR-Net | PSNR30.3338 | 55 | 3mo ago | |
| SeaThru (sample images) | GPMAE44 | 48 | 5mo ago | ||
| EUVP (test) | Lit-Net | PSNR29.477 | 47 | 2mo ago | |
| UIEB (test) | Semi-UIR | PSNR23.63 | 38 | 2mo ago | |
| EUVP | GUPDM | UIQM4.399 | 34 | 1mo ago | |
| U45 | DIVER | UCIQE1.028 | 33 | 4mo ago | |
| SUIM-E (test) | FUSION | PSNR25.989 | 30 | 1mo ago | |
| UIEB | Average Runtime (s)0.2978 | 27 | 5mo ago | ||
| Underwater Image Enhancement Efficiency Benchmark | Dual-Branch Collaborative Framework | Time (s)0.009 | 25 | 1mo ago | |
| Challenge | DM-water | UCIQE0.586 | 23 | 4mo ago | |
| UIEB 9 | SUCode | SSIM0.925 | 22 | 5mo ago | |
| SUIM-E 28 | SUCode | SSIM93.9 | 22 | 5mo ago | |
| UFO-120 (test) | CE-VAE | PSNR24.38 | 21 | 5mo ago | |
| UIEB 13 (test) | Proposed Unfolding Network | PSNR25.16 | 20 | 1mo ago | |
| R90 (test) | Ucolor | PSNR20.63 | 20 | 5mo ago | |
| S1000 (test) | Ucolor | PSNR23.05 | 20 | 5mo ago | |
| UIEB C60 | UIQM2.854 | 18 | 1mo ago | ||
| OceanDark | DIVER | UCIQE167.6 | 17 | 2mo ago | |
| LSUI L400 (test) | Trans-UIE | PSNR27.23 | 17 | 4mo ago | |
| R53 (test) | PAUQA42.25 | 16 | 4mo ago | ||
| C60 (test) | PAUQA Score42.86 | 16 | 4mo ago | ||
| L622 (test) | PAUQA52.04 | 16 | 4mo ago | ||
| S110 (test) | PSG-UIENet | PSNR23.6 | 16 | 4mo ago | |
| U80 (test) | PSG-UIENet | PSNR23.01 | 16 | 4mo ago | |
| T622 (test) | PSG-UIENet | PSNR24.07 | 16 | 4mo ago |
