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Models/SPSR

SPSR

Reported on 36 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 Vision18 results

Image Super-ResolutiononUrban100 - 4x upscaling
LPIPS· 2020-03-29
0.1184
best: 0.0945 (AESOP)
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononUrban100 - 4x upscaling
Perceptual Index· 2020-03-29
3.5511
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2020-03-29
0.9481
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononBSD100 - 4x upscaling
LPIPS· 2020-03-29
0.1611
best: 0.1209 (Config (e))
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononUrban100 - 4x upscaling
LPIPS· 2020-03-29
0.1184
best: 0.0945 (AESOP)
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononUrban100 - 4x upscaling
Perceptual Index· 2020-03-29
3.5511
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2020-03-29
0.9481
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononBSD100 - 4x upscaling
LPIPS· 2020-03-29
0.1611
best: 0.1209 (Config (e))
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2020-03-29
26.64
best: 29.54 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2020-03-29
0.793
best: 0.894 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2020-03-29
24.799
best: 28.72 (Hi-IR-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2020-03-29
25.505
best: 28.16 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2020-03-29
0.6576
best: 0.851 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2020-03-29
26.64
best: 29.54 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2020-03-29
0.793
best: 0.894 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2020-03-29
24.799
best: 28.72 (Hi-IR-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2020-03-29
25.505
best: 28.16 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2020-03-29
0.6576
best: 0.851 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081

Graphs9 results

Super-ResolutiononUrban100 - 4x upscaling
LPIPS· 2020-03-29
0.1184
best: 0.0945 (AESOP)
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononUrban100 - 4x upscaling
Perceptual Index· 2020-03-29
3.5511
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2020-03-29
0.9481
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononBSD100 - 4x upscaling
LPIPS· 2020-03-29
0.1611
best: 0.1209 (Config (e))
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2020-03-29
26.64
best: 29.54 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2020-03-29
0.793
best: 0.894 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2020-03-29
24.799
best: 28.72 (Hi-IR-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2020-03-29
25.505
best: 28.16 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2020-03-29
0.6576
best: 0.851 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081

Methodology9 results

16konUrban100 - 4x upscaling
LPIPS· 2020-03-29
0.1184
best: 0.0945 (AESOP)
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konUrban100 - 4x upscaling
Perceptual Index· 2020-03-29
3.5511
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konUrban100 - 4x upscaling
SSIM· 2020-03-29
0.9481
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konBSD100 - 4x upscaling
LPIPS· 2020-03-29
0.1611
best: 0.1209 (Config (e))
SOTA
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konSet14 - 4x upscaling
PSNR· 2020-03-29
26.64
best: 29.54 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konSet14 - 4x upscaling
SSIM· 2020-03-29
0.793
best: 0.894 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konUrban100 - 4x upscaling
PSNR· 2020-03-29
24.799
best: 28.72 (Hi-IR-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konBSD100 - 4x upscaling
PSNR· 2020-03-29
25.505
best: 28.16 (DRCT-L)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081
16konBSD100 - 4x upscaling
SSIM· 2020-03-29
0.6576
best: 0.851 (Edge-informed SR)
Structure-Preserving Super Resolution with Gradient Guidance arXiv:2003.13081