UFPNet

Reported on 8 benchmarks across 4 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision2 results

DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)
29.87
best: 30.12 (AdaRevD)
DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)
0.884
best: 0.894 (AdaRevD)

Methodology2 results

2D ClassificationonRealBlur-J (trained on GoPro)
PSNR (sRGB)
29.87
best: 30.12 (AdaRevD)
2D ClassificationonRealBlur-J (trained on GoPro)
SSIM (sRGB)
0.884
best: 0.894 (AdaRevD)

Audio2 results

10-shot image generationonRealBlur-J (trained on GoPro)
PSNR (sRGB)
29.87
best: 30.12 (AdaRevD)
10-shot image generationonRealBlur-J (trained on GoPro)
SSIM (sRGB)
0.884
best: 0.894 (AdaRevD)

Computer Code2 results

Blind Image DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)
29.87
best: 30.12 (AdaRevD)
Blind Image DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)
0.884
best: 0.894 (AdaRevD)