| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SeaThru (sample images) | GPMAE44 | 48 | 1mo ago | ||
| LSUI (test) | SDAR-Net | PSNR30.3338 | 48 | 4d ago | |
| EUVP (test) | Lit-Net | PSNR29.477 | 35 | 1mo ago | |
| U45 | DIVER | UCIQE1.028 | 33 | 1mo ago | |
| UIEB | Average Runtime (s)0.2978 | 27 | 1mo ago | ||
| Challenge | DM-water | UCIQE0.586 | 23 | 1mo ago | |
| UIEB 9 | SUCode | SSIM0.925 | 22 | 1mo ago | |
| SUIM-E 28 | SUCode | SSIM93.9 | 22 | 1mo ago | |
| EUVP | Water-Net | UCIQE60.71 | 21 | 24d ago | |
| UFO-120 (test) | CE-VAE | PSNR24.38 | 21 | 1mo ago | |
| R90 (test) | Ucolor | PSNR20.63 | 20 | 1mo ago | |
| S1000 (test) | Ucolor | PSNR23.05 | 20 | 1mo ago | |
| LSUI L400 (test) | Trans-UIE | PSNR27.23 | 17 | 24d ago | |
| UIEB (test) | I2I-RFR | PSNR20 | 17 | 26d ago | |
| R53 (test) | PAUQA42.25 | 16 | 1mo ago | ||
| C60 (test) | PAUQA Score42.86 | 16 | 1mo ago | ||
| L622 (test) | PAUQA52.04 | 16 | 1mo ago | ||
| S110 (test) | PSG-UIENet | PSNR23.6 | 16 | 1mo ago | |
| U80 (test) | PSG-UIENet | PSNR23.01 | 16 | 1mo ago | |
| T622 (test) | PSG-UIENet | PSNR24.07 | 16 | 1mo ago | |
| UIEB | WaterMamba | PSNR28.023 | 16 | 1mo ago | |
| UIEB | PA-Diff | PSNR23.47 | 13 | 1mo ago | |
| DeepSea (T80) | NU2Net | UIQM3.071 | 12 | 1mo ago | |
| RUIE (T78) | UIQM3.237 | 12 | 1mo ago | ||
| EUVP T515 | UIQM3.107 | 12 | 1mo ago |
