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Models/LLD*

LLD*

Reported on 30 benchmarks across 3 tasks

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

Computer Vision10 results

DenoisingonSID SonyA7S2 x250
PSNR (Raw)
41.02
DenoisingonSID SonyA7S2 x250
SSIM (Raw)
0.948
DenoisingonELD SonyA7S2 x200
PSNR (Raw)
44.95
DenoisingonELD SonyA7S2 x200
SSIM (Raw)
0.977
DenoisingonSID x100
PSNR (Raw)
43.36
DenoisingonSID x100
SSIM
0.961
best: 0.963 (ELD)
DenoisingonSID x300
PSNR (Raw)
37.8
DenoisingonSID x300
SSIM
0.935
DenoisingonELD SonyA7S2 x100
PSNR (Raw)
46.74
DenoisingonELD SonyA7S2 x100
SSIM (Raw)
0.986

Medical10 results

Image DenoisingonSID SonyA7S2 x250
PSNR (Raw)
41.02
Image DenoisingonSID SonyA7S2 x250
SSIM (Raw)
0.948
Image DenoisingonELD SonyA7S2 x200
PSNR (Raw)
44.95
Image DenoisingonELD SonyA7S2 x200
SSIM (Raw)
0.977
Image DenoisingonSID x100
PSNR (Raw)
43.36
Image DenoisingonSID x100
SSIM
0.961
best: 0.963 (ELD)
Image DenoisingonSID x300
PSNR (Raw)
37.8
Image DenoisingonSID x300
SSIM
0.935
Image DenoisingonELD SonyA7S2 x100
PSNR (Raw)
46.74
Image DenoisingonELD SonyA7S2 x100
SSIM (Raw)
0.986

Adversarial10 results

3D ArchitectureonSID SonyA7S2 x250
PSNR (Raw)
41.02
3D ArchitectureonSID SonyA7S2 x250
SSIM (Raw)
0.948
3D ArchitectureonELD SonyA7S2 x200
PSNR (Raw)
44.95
3D ArchitectureonELD SonyA7S2 x200
SSIM (Raw)
0.977
3D ArchitectureonSID x100
PSNR (Raw)
43.36
3D ArchitectureonSID x100
SSIM
0.961
best: 0.963 (ELD)
3D ArchitectureonSID x300
PSNR (Raw)
37.8
3D ArchitectureonSID x300
SSIM
0.935
3D ArchitectureonELD SonyA7S2 x100
PSNR (Raw)
46.74
3D ArchitectureonELD SonyA7S2 x100
SSIM (Raw)
0.986