Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CE-VAE | 24.49 | No | CE-VAE: Capsule Enhanced Variational AutoEncoder... | 2024-06-03 | Code |
| 2 | U-shape Transformer | 24.16 | No | U-shape Transformer for Underwater Image Enhance... | 2021-11-23 | Code |
| 3 | Ucolor | 22.91 | Yes | Underwater Image Enhancement via Medium Transmis... | 2021-04-27 | Code |
| 4 | UGAN | 19.79 | Yes | Enhancing Underwater Imagery using Generative Ad... | 2018-01-11 | Code |
| 5 | FUnIE | 19.37 | Yes | Fast Underwater Image Enhancement for Improved V... | 2019-03-23 | Code |
| 6 | WaterNet | 17.73 | Yes | An Underwater Image Enhancement Benchmark Datase... | 2019-01-11 | Code |