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Models/SFNet

SFNet

Reported on 23 benchmarks across 8 tasks

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

Computer Vision13 results

DeblurringonGoPro
PSNR
33.27
best: 35.98 (BSSTNet)
DeblurringonGoPro
SSIM
0.963
best: 0.9792 (BSSTNet)
DeblurringonRSBlur
Average PSNR
34.35
best: 34.94 (MLWNet)
Rain RemovalonRain100L
PSNR
38.21
best: 41.62 (IPT)
Rain RemovalonRain100L
SSIM
0.974
best: 0.988 (IPT)
DehazingonSOTS Indoor
PSNR
41.24
best: 42.72 (ConvIR)
DehazingonSOTS Indoor
SSIM
0.996
best: 0.997 (ConvIR)
DehazingonSOTS Outdoor
PSNR
40.05
best: 40.73 (ChaIR)
DehazingonSOTS Outdoor
SSIM
0.996
best: 0.997 (ChaIR)
Image DehazingonSOTS Indoor
PSNR
41.24
best: 42.72 (ConvIR)
Image DehazingonSOTS Indoor
SSIM
0.996
best: 0.997 (ConvIR)
Image DehazingonSOTS Outdoor
PSNR
40.05
best: 40.73 (ChaIR)
Image DehazingonSOTS Outdoor
SSIM
0.996
best: 0.997 (ChaIR)

Methodology3 results

2D ClassificationonGoPro
PSNR
33.27
best: 35.98 (BSSTNet)
2D ClassificationonGoPro
SSIM
0.963
best: 0.9792 (BSSTNet)
2D ClassificationonRSBlur
Average PSNR
34.35
best: 34.94 (MLWNet)

Audio3 results

10-shot image generationonGoPro
PSNR
33.27
best: 35.98 (BSSTNet)
10-shot image generationonGoPro
SSIM
0.963
best: 0.9792 (BSSTNet)
10-shot image generationonRSBlur
Average PSNR
34.35
best: 34.94 (MLWNet)

Computer Code3 results

Blind Image DeblurringonGoPro
PSNR
33.27
best: 35.98 (BSSTNet)
Blind Image DeblurringonGoPro
SSIM
0.963
best: 0.9792 (BSSTNet)
Blind Image DeblurringonRSBlur
Average PSNR
34.35
best: 34.94 (MLWNet)

Medical1 result

Acne Severity GradingonACNE04
Accuracy
84.52
best: 86.06 (DED)