| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Underwater Image Enhancement | EUVP (test) | PSNR29.477 | 47 | |
| Underwater Image Enhancement | EUVP | UIQM4.399 | 34 | |
| Underwater Image Enhancement | EUVP T515 | UIQM3.107 | 12 | |
| No-reference image quality evaluation | EUVP | Entropy7.675 | 11 | |
| Underwater Image Enhancement | EUVP 2K unpaired (test) | UIQM2.98 | 10 | |
| Underwater Image Enhancement | EUVP 1K paired (test) | PSNR21.92 | 10 | |
| Underwater Image Enhancement | EUVP-I ImageNet | PSNR24.853 | 9 | |
| Underwater Image Enhancement | EUVP-D Dark | PSNR22.336 | 9 | |
| Underwater Image Enhancement | EUVP-S Scenes | PSNR27.435 | 9 | |
| Underwater Image Restoration | EUVP | UIQM5.33 | 9 | |
| Image Restoration | EUVP unseen-mixed (test) | NIQE3.58 | 8 | |
| Underwater Image Enhancement | EUVP Unsupervised | UIQM1.7954 | 6 | |
| Underwater Image Enhancement | EUVP (TestB) | Entropy7.655 | 5 | |
| Underwater Image Enhancement | EUVP (TestA) | Entropy7.711 | 5 |