Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DeblurGAN-v2

DeblurGAN-v2

Reported on 50 benchmarks across 7 tasks · 1 paper · 8 SOTA

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

Audio16 results

10-shot image generationonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2019-08-10
28.7
best: 30.12 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.866
best: 0.894 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-J
PSNR (sRGB)· 2019-08-10
29.69
best: 33.96 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-J
Params(M)· 2019-08-10
5.08
best: 22.2 (MAXIM)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-J
SSIM (sRGB)· 2019-08-10
0.87
best: 0.946 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-R
PSNR (sRGB)· 2019-08-10
36.44
best: 41.19 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-R
SSIM (sRGB)· 2019-08-10
0.935
best: 0.981 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 35.98 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonGoPro
SSIM· uses extra data· 2019-08-10
0.934
best: 0.9792 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.944
best: 0.961 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 35.98 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonGoPro
Params (M)· uses extra data· 2019-08-10
5.08
best: 80.3 (UFPDeblur)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
10-shot image generationonGoPro
SSIM· uses extra data· 2019-08-10
0.925
best: 0.9792 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
1 Image, 2*2 StitchionGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 34.6 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
1 Image, 2*2 StitchionGoPro
Params (M)· uses extra data· 2019-08-10
5.08
best: 80.3 (UFPDeblur)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
1 Image, 2*2 StitchionGoPro
SSIM· uses extra data· 2019-08-10
0.925
best: 0.972 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826

Computer Vision13 results

DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2019-08-10
28.7
best: 30.12 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.866
best: 0.894 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-J
PSNR (sRGB)· 2019-08-10
29.69
best: 33.96 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-J
Params(M)· 2019-08-10
5.08
best: 22.2 (MAXIM)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-J
SSIM (sRGB)· 2019-08-10
0.87
best: 0.946 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-R
PSNR (sRGB)· 2019-08-10
36.44
best: 41.19 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-R
SSIM (sRGB)· 2019-08-10
0.935
best: 0.981 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 35.98 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonGoPro
SSIM· uses extra data· 2019-08-10
0.934
best: 0.9792 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.944
best: 0.961 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Image DeblurringonGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 34.6 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Image DeblurringonGoPro
Params (M)· uses extra data· 2019-08-10
5.08
best: 80.3 (UFPDeblur)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Image DeblurringonGoPro
SSIM· uses extra data· 2019-08-10
0.925
best: 0.972 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826

Methodology13 results

2D ClassificationonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2019-08-10
28.7
best: 30.12 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.866
best: 0.894 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-J
PSNR (sRGB)· 2019-08-10
29.69
best: 33.96 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-J
Params(M)· 2019-08-10
5.08
best: 22.2 (MAXIM)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-J
SSIM (sRGB)· 2019-08-10
0.87
best: 0.946 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-R
PSNR (sRGB)· 2019-08-10
36.44
best: 41.19 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-R
SSIM (sRGB)· 2019-08-10
0.935
best: 0.981 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 35.98 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonGoPro
SSIM· uses extra data· 2019-08-10
0.934
best: 0.9792 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
2D ClassificationonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.944
best: 0.961 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
16konGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 34.6 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
16konGoPro
Params (M)· uses extra data· 2019-08-10
5.08
best: 80.3 (UFPDeblur)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
16konGoPro
SSIM· uses extra data· 2019-08-10
0.925
best: 0.972 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826

Computer Code10 results

Blind Image DeblurringonRealBlur-J (trained on GoPro)
PSNR (sRGB)· 2019-08-10
28.7
best: 30.12 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-J (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.866
best: 0.894 (AdaRevD)
SOTA
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-J
PSNR (sRGB)· 2019-08-10
29.69
best: 33.96 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-J
Params(M)· 2019-08-10
5.08
best: 22.2 (MAXIM)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-J
SSIM (sRGB)· 2019-08-10
0.87
best: 0.946 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-R
PSNR (sRGB)· 2019-08-10
36.44
best: 41.19 (AdaRevD)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-R
SSIM (sRGB)· 2019-08-10
0.935
best: 0.981 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonGoPro
PSNR· uses extra data· 2019-08-10
29.55
best: 35.98 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonGoPro
SSIM· uses extra data· 2019-08-10
0.934
best: 0.9792 (BSSTNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826
Blind Image DeblurringonRealBlur-R (trained on GoPro)
SSIM (sRGB)· 2019-08-10
0.944
best: 0.961 (ALGNet)
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better arXiv:1908.03826