GeoSR-Bench shows that gains in traditional super-resolution metrics like PSNR and SSIM frequently do not correlate with, and can negatively correlate with, performance on downstream remote sensing tasks.
Cnn-based super-resolution of hyperspectral images.IEEE Transactions on Geoscience and Remote Sensing, 58(9):6106–6121, 2020
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Beyond Visual Fidelity: Benchmarking Super-Resolution Models for Large-Scale Remote Sensing Imagery via Downstream Task Integration
GeoSR-Bench shows that gains in traditional super-resolution metrics like PSNR and SSIM frequently do not correlate with, and can negatively correlate with, performance on downstream remote sensing tasks.