Multi-image super-resolution on SyntheticBurst
29.48PSNRSuperF
Evaluation Results
| Method | Links | |
|---|---|---|
| SuperFUpscaling factor=x2, Number of LR frames=16, Number of iterations=2k, Loss function=GNLL2025.12 | 29.48 | |
| SuperFUpscaling factor=x2, Number of LR frames=16, Number of iterations=2k, Loss function=MSE2025.12 | 29.38 | |
| SuperFUpscaling factor=x4, Number of LR frames=16, Number of iterations=2k, Loss function=MSE2025.12 | 27.9 | |
| BilinearUpscaling factor=x2, Number of LR frames=162025.12 | 27.66 | |
| SuperFUpscaling factor=x4, Number of LR frames=16, Number of iterations=2k, Loss function=GNLL2025.12 | 27.47 | |
| SuperFUpscaling factor=x8, Number of LR frames=16, Number of iterations=2k, Loss function=MSE2025.12 | 27.08 | |
| Lafenetre et al.Upscaling factor=x2, Number of LR frames=162025.12 | 27.02 | |
| SuperFUpscaling factor=x8, Number of LR frames=16, Number of iterations=2k, Loss function=GNLL2025.12 | 26.58 | |
| Lafenetre et al.Upscaling factor=x4, Number of LR frames=162025.12 | 26.46 | |
| BilinearUpscaling factor=x4, Number of LR frames=162025.12 | 26.12 | |
| BilinearUpscaling factor=x8, Number of LR frames=162025.12 | 25.44 | |
| Lafenetre et al.Upscaling factor=x8, Number of LR frames=162025.12 | 25.19 | |
| NIRUpscaling factor=x2, Number of LR frames=16, Number of iterations=5k2025.12 | 24.46 | |
| NIRUpscaling factor=x2, Number of LR frames=16, Number of iterations=2k2025.12 | 23.62 | |
| NIRUpscaling factor=x4, Number of LR frames=16, Number of iterations=5k2025.12 | 23.39 | |
| NIRUpscaling factor=x8, Number of LR frames=16, Number of iterations=5k2025.12 | 22.93 | |
| NIRUpscaling factor=x4, Number of LR frames=16, Number of iterations=2k2025.12 | 22.69 | |
| NIRUpscaling factor=x8, Number of LR frames=16, Number of iterations=2k2025.12 | 22.28 |