Nature
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Single Image Reflection Removal | Nature 20 (test) | PSNR27.35 | 22 | |
| Reflection Removal | Nature (test) | PSNR26.67 | 19 | |
| Single Image Reflection Removal | Nature (test) | PSNR27.03 | 19 | |
| Image Reflection Removal | Nature | PSNR27.15 | 18 | |
| Single-image reflection removal | Nature 20 | PSNR27.57 | 15 | |
| Transmission Layer Separation | Nature 20 images (test) | PSNR26.68 | 12 | |
| Single Image Reflection Removal | Nature 20 standard (test) | PSNR27.05 | 12 | |
| Reflection Removal | Nature 20 v1 (test) | PSNR25.56 | 9 | |
| Time Series Forecasting | Nature | MSE0.243 | 8 | |
| Transmission Layer Separation | Nature 20 (test) | PSNR26.71 | 8 | |
| Transmission Layer Separation | Nature | PSNR26.71 | 8 | |
| Reflection Removal | Nature | PSNR26.93 | 8 | |
| Single-image reflection removal | Nature 27 (test) | PSNR26.07 | 7 | |
| Reflection Separation | Nature 20 | PSNR23.87 | 7 | |
| Image Reflection Removal | Nature (test) | PSNR27.3 | 6 | |
| Reflection Removal | Nature (20) (test) | MS-SSIM94.94 | 6 | |
| Single-image reflection removal | Nature | Win Rate35 | 4 | |
| Single Image Reflection Removal | Nature | Average Success Rate96 | 3 |
Showing 18 of 18 rows