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Models/DANet+

DANet+

Reported on 12 benchmarks across 3 tasks · 1 paper

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

Computer Vision4 results

DenoisingonSIDD
PSNR (sRGB)· uses extra data· 2020-07-12
39.47
best: 40.39 (CGNet)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
DenoisingonSIDD
SSIM (sRGB)· uses extra data· 2020-07-12
0.957
best: 0.973 (NBNet)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
DenoisingonDND
PSNR (sRGB)· uses extra data· 2020-07-12
39.58
best: 40.594 (DualDn)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
DenoisingonDND
SSIM (sRGB)· uses extra data· 2020-07-12
0.955
best: 0.966 (DualDn)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946

Medical4 results

Image DenoisingonSIDD
PSNR (sRGB)· uses extra data· 2020-07-12
39.47
best: 40.39 (CGNet)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
Image DenoisingonSIDD
SSIM (sRGB)· uses extra data· 2020-07-12
0.957
best: 0.973 (NBNet)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
Image DenoisingonDND
PSNR (sRGB)· uses extra data· 2020-07-12
39.58
best: 40.594 (DualDn)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
Image DenoisingonDND
SSIM (sRGB)· uses extra data· 2020-07-12
0.955
best: 0.966 (DualDn)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946

Adversarial4 results

3D ArchitectureonSIDD
PSNR (sRGB)· uses extra data· 2020-07-12
39.47
best: 40.39 (CGNet)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
3D ArchitectureonSIDD
SSIM (sRGB)· uses extra data· 2020-07-12
0.957
best: 0.973 (NBNet)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
3D ArchitectureonDND
PSNR (sRGB)· uses extra data· 2020-07-12
39.58
best: 40.594 (DualDn)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946
3D ArchitectureonDND
SSIM (sRGB)· uses extra data· 2020-07-12
0.955
best: 0.966 (DualDn)
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation arXiv:2007.05946