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Models/DeblurGAN

DeblurGAN

Reported on 12 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision3 results

DeblurringonREDS
Average PSNR· 2017-11-19
24.09
best: 36.79 (VRT)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.903
best: 0.961 (ALGNet)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.834
best: 0.894 (AdaRevD)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064

Methodology3 results

2D ClassificationonREDS
Average PSNR· 2017-11-19
24.09
best: 36.79 (VRT)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
2D ClassificationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.903
best: 0.961 (ALGNet)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
2D ClassificationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.834
best: 0.894 (AdaRevD)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064

Audio3 results

10-shot image generationonREDS
Average PSNR· 2017-11-19
24.09
best: 36.79 (VRT)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
10-shot image generationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.903
best: 0.961 (ALGNet)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
10-shot image generationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.834
best: 0.894 (AdaRevD)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064

Computer Code3 results

Blind Image DeblurringonREDS
Average PSNR· 2017-11-19
24.09
best: 36.79 (VRT)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
Blind Image DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.903
best: 0.961 (ALGNet)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064
Blind Image DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2017-11-19
0.834
best: 0.894 (AdaRevD)
SOTA
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks arXiv:1711.07064