Chikusei
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| HSI Super-Resolution | Chikusei | MPSNR42.48 | 32 | |
| Hyperspectral Image Super-Resolution | Chikusei (test) | PSNR53.0875 | 27 | |
| Hyperspectral Image Fusion | Chikusei (Out-of-Distribution) | PSNR33.76 | 19 | |
| Hyperspectral Image Super-Resolution | Chikusei 512x512x128 cubes (test) | PSNR40.506 | 18 | |
| Hyperspectral Image Super-Resolution | Chikusei | mPSNR39.63 | 15 | |
| Pansharpening | Chikusei | CC0.974 | 14 | |
| Mosaiced and PAN image fusion | Chikusei | PSNR41.97 | 11 | |
| Hyperspectral image fusion | Chikusei | D_lambda0.0638 | 9 | |
| Inpainting | Chikusei | PSNR38.91 | 9 | |
| Inpainting | Chikusei Dataset (test) | MPSNR35.12 | 8 | |
| Super-resolution | Chikusei 4x scale (test) | MPSNR32.528 | 8 | |
| Super-resolution | Chikusei 2x scale (test) | MPSNR38.748 | 8 | |
| Hyperspectral and Multispectral Image Fusion | Chikusei 8x (test) | RMSE0.004 | 7 | |
| Hyperspectral Image Fusion | Chikusei (In-Distribution) | PSNR39.35 | 7 | |
| Hyperspectral Image Fusion | Chikusei (simulated) | PSNR41.9 | 7 | |
| HSI super-resolution | Chikusei x8 | PSNR32.24 | 6 | |
| HSI super-resolution | Chikusei x6 | PSNR33.93 | 6 | |
| HSI super-resolution | Chikusei x4 | PSNR36.42 | 6 | |
| HSI super-resolution | Chikusei x2 | PSNR42.37 | 6 | |
| HSI Super-Resolution | Chikusei average results of two subfigures | MPSNR30.52 | 6 |
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