Natural Images
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Denoising | 68 natural images (test) | Runtime (s)0.005 | 43 | |
| Image Thresholding | Natural Images (test) | SSIM0.979 | 20 | |
| Image Segmentation | Natural Images (test) | PSNR42.301 | 20 | |
| JPEG Deblocking | Natural Images | PSNR31.41 | 18 | |
| 2D image reconstruction | Natural images (test) | PSNR26.69 | 12 | |
| 2D image reconstruction | Natural images non-separable coordinates (test) | PSNR24.9 | 10 | |
| Implicit Neural Representation | Natural images | PSNR (dB)25.47 | 10 | |
| Likelihood Model Selection | Natural Images (test) | Accuracy100 | 6 | |
| 4x Super-resolution | Natural images | PSNR30.807 | 3 | |
| Motion deblurring | Natural images | PSNR33.305 | 3 | |
| Gaussian deblurring | Natural images | PSNR30.741 | 3 |
Showing 11 of 11 rows