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Models/ESTRNN

ESTRNN

Reported on 18 benchmarks across 7 tasks · 1 paper

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

Audio7 results

10-shot image generationonGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 35.98 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
10-shot image generationonGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.9792 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
10-shot image generationonBeam-Splitter Deblurring (BSD)
PSNR· 2021-06-30
31.39
best: 33.58 (Turtle)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
10-shot image generationonGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 35.98 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
10-shot image generationonGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.9792 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
1 Image, 2*2 StitchionGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 34.6 (AdaRevD)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
1 Image, 2*2 StitchionGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.972 (AdaRevD)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028

Computer Vision5 results

DeblurringonGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 35.98 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
DeblurringonGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.9792 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
DeblurringonBeam-Splitter Deblurring (BSD)
PSNR· 2021-06-30
31.39
best: 33.58 (Turtle)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
Image DeblurringonGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 34.6 (AdaRevD)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
Image DeblurringonGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.972 (AdaRevD)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028

Methodology5 results

2D ClassificationonGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 35.98 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
2D ClassificationonGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.9792 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
2D ClassificationonBeam-Splitter Deblurring (BSD)
PSNR· 2021-06-30
31.39
best: 33.58 (Turtle)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
16konGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 34.6 (AdaRevD)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
16konGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.972 (AdaRevD)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028

Computer Code3 results

Blind Image DeblurringonGoPro
PSNR· uses extra data· 2021-06-30
31.07
best: 35.98 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
Blind Image DeblurringonGoPro
SSIM· uses extra data· 2021-06-30
0.9023
best: 0.9792 (BSSTNet)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028
Blind Image DeblurringonBeam-Splitter Deblurring (BSD)
PSNR· 2021-06-30
31.39
best: 33.58 (Turtle)
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network arXiv:2106.16028