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Models/Edge-informed SR

Edge-informed SR

Reported on 24 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Computer Vision12 results

Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-09-11
0.894
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Image Super-ResolutiononCeleb-HQ 4x upscaling
PSNR· 2019-09-11
28.23
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Image Super-ResolutiononCeleb-HQ 4x upscaling
SSIM· 2019-09-11
0.912
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-09-11
0.851
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-09-11
0.894
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
3D Object Super-ResolutiononCeleb-HQ 4x upscaling
PSNR· 2019-09-11
28.23
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
3D Object Super-ResolutiononCeleb-HQ 4x upscaling
SSIM· 2019-09-11
0.912
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-09-11
0.851
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-09-11
25.19
best: 29.54 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-09-11
24.25
best: 28.16 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-09-11
25.19
best: 29.54 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-09-11
24.25
best: 28.16 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305

Graphs6 results

Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-09-11
0.894
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Super-ResolutiononCeleb-HQ 4x upscaling
PSNR· 2019-09-11
28.23
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Super-ResolutiononCeleb-HQ 4x upscaling
SSIM· 2019-09-11
0.912
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-09-11
0.851
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-09-11
25.19
best: 29.54 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-09-11
24.25
best: 28.16 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305

Methodology6 results

16konSet14 - 4x upscaling
SSIM· 2019-09-11
0.894
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
16konCeleb-HQ 4x upscaling
PSNR· 2019-09-11
28.23
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
16konCeleb-HQ 4x upscaling
SSIM· 2019-09-11
0.912
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
16konBSD100 - 4x upscaling
SSIM· 2019-09-11
0.851
SOTA
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
16konSet14 - 4x upscaling
PSNR· 2019-09-11
25.19
best: 29.54 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305
16konBSD100 - 4x upscaling
PSNR· 2019-09-11
24.25
best: 28.16 (DRCT-L)
Edge-Informed Single Image Super-Resolution arXiv:1909.05305