UIEB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Underwater Image Enhancement | UIEB (test) | PSNR23.63 | 38 | |
| Underwater Image Enhancement | UIEB | Average Runtime (s)0.2978 | 27 | |
| Underwater Image Enhancement | UIEB 9 | SSIM0.925 | 22 | |
| Underwater Image Enhancement | UIEB 13 (test) | PSNR25.16 | 20 | |
| Underwater Image Enhancement | UIEB C60 | UIQM2.854 | 18 | |
| Underwater Image Restoration | UIEB 23 | NIMA4.7399 | 16 | |
| Underwater Image Enhancement | UIEB | PSNR28.023 | 16 | |
| Underwater Image Enhancement | UIEB | SSIM94.2 | 14 | |
| Underwater Image Enhancement | UIEB | PSNR24.7 | 14 | |
| Underwater Image Enhancement | UIEB | MUSIQ Score51.955 | 13 | |
| Underwater Image Enhancement | UIEB | PSNR23.47 | 13 | |
| Underwater Image Enhancement | UIEB (T90) | PSNR22.82 | 12 | |
| No-reference image quality evaluation | UIEB | Entropy7.489 | 11 | |
| Underwater Image Enhancement | UIEB 890 paired images (test) | PSNR25.7249 | 11 | |
| Semantic Segmentation | UIEB (test) | RO51.52 | 11 | |
| Object Detection | UIEB (test) | Plastic-AP98.59 | 11 | |
| Underwater Image Enhancement | UIEB | PSNR24.97 | 10 | |
| Underwater Image Enhancement | UIEB | UCIQE0.6778 | 10 | |
| Underwater Image Enhancement | UIEB | MSE0.5358 | 10 | |
| Underwater Image Enhancement | UIEB paired | PSNR17.31 | 9 | |
| Image Restoration | UIEB | PSNR22.18 | 9 | |
| Underwater Image Restoration | UIEB Full-reference (testR) | PSNR24.59 | 9 | |
| Underwater Image Restoration | UIEB | UIQM4.598 | 9 | |
| Underwater Image Enhancement | UIEB | PSNR19.24 | 8 | |
| Underwater Image Enhancement | UIEB 60 | UIQM3.013 | 8 |
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