| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hyperspectral Reconstruction | Arad 1K Clean setting (test) | PSNR42.17 | 10 | |
| Gaussian Denoising | ARAD | PSNR41.47 | 9 | |
| Super-Resolution | ARAD | PSNR44.01 | 9 | |
| Gaussian Deblurring | ARAD | PSNR52.84 | 9 | |
| HSI Restoration Average | ARAD | PSNR51.43 | 6 | |
| Completion | ARAD | PSNR63.49 | 6 | |
| All-in-one HSI Restoration | ARAD (test) | CLIP-IQA0.37 | 6 | |
| Inpainting | ARAD (test) | PSNR29.05 | 6 | |
| i.i.d Gaussian Denoising | ARAD (test) | PSNR29.57 | 6 | |
| Super-Resolution | ARAD (test) | PSNR28.77 | 3 | |
| Gaussian Deblurring | ARAD (test) | PSNR29.78 | 3 |