| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SeaThru (sample images) | GPMAE44 | 48 | 4d ago | ||
| EUVP (test) | Lit-Net | PSNR29.477 | 35 | 4d ago | |
| UIEB | Average Runtime (s)0.2978 | 27 | 4d ago | ||
| U45 | DIVER | UCIQE1.028 | 23 | 4d ago | |
| UIEB 9 | SUCode | SSIM0.925 | 22 | 4d ago | |
| SUIM-E 28 | SUCode | SSIM93.9 | 22 | 4d ago | |
| UFO-120 (test) | CE-VAE | PSNR24.38 | 21 | 4d ago | |
| R90 (test) | Ucolor | PSNR20.63 | 20 | 4d ago | |
| S1000 (test) | Ucolor | PSNR23.05 | 20 | 4d ago | |
| LSUI (test) | DM-water | PSNR27.65 | 19 | 4d ago | |
| UIEB | WaterMamba | PSNR28.023 | 16 | 4d ago | |
| Challenge | DM-water | UCIQE0.586 | 13 | 4d ago | |
| EUVP | PA-Diff | PSNR29.12 | 13 | 4d ago | |
| UIEB | PA-Diff | PSNR23.47 | 13 | 4d ago | |
| DeepSea (T80) | NU2Net | UIQM3.071 | 12 | 4d ago | |
| RUIE (T78) | UIQM3.237 | 12 | 4d ago | ||
| EUVP T515 | UIQM3.107 | 12 | 4d ago | ||
| UIEB C60 | UIQM2.854 | 12 | 4d ago | ||
| UIEB (T90) | NU2Net | PSNR22.82 | 12 | 4d ago | |
| SQUID | U-shape Transformer | PS3.23 | 12 | 4d ago | |
| U60 (test) | U-shape Transformer | PS3.91 | 12 | 4d ago | |
| Color-Check7 (test) | UGAN | Pen W6020.49 | 12 | 4d ago | |
| U90 (test) | U-shape Transformer | PSNR22.91 | 11 | 4d ago | |
| L400 (test) | U-shape Transformer | PSNR24.16 | 11 | 4d ago | |
| FISHTRAC | DIVER | UCIQE1.007 | 10 | 4d ago |
