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Models/GOUB

GOUB

Reported on 12 benchmarks across 4 tasks · 1 paper

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

Computer Vision6 results

Image Super-ResolutiononDIV2K val - 4x upscaling
LPIPS· 2023-12-16
0.22
best: 0.0893 (AESOP)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
Image Super-ResolutiononDIV2K val - 4x upscaling
PSNR· 2023-12-16
26.89
best: 29.25 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
Image Super-ResolutiononDIV2K val - 4x upscaling
SSIM· 2023-12-16
0.7478
best: 0.9017 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
3D Object Super-ResolutiononDIV2K val - 4x upscaling
LPIPS· 2023-12-16
0.22
best: 0.0893 (AESOP)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
3D Object Super-ResolutiononDIV2K val - 4x upscaling
PSNR· 2023-12-16
26.89
best: 29.25 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
3D Object Super-ResolutiononDIV2K val - 4x upscaling
SSIM· 2023-12-16
0.7478
best: 0.9017 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299

Graphs3 results

Super-ResolutiononDIV2K val - 4x upscaling
LPIPS· 2023-12-16
0.22
best: 0.0893 (AESOP)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
Super-ResolutiononDIV2K val - 4x upscaling
PSNR· 2023-12-16
26.89
best: 29.25 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
Super-ResolutiononDIV2K val - 4x upscaling
SSIM· 2023-12-16
0.7478
best: 0.9017 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299

Methodology3 results

16konDIV2K val - 4x upscaling
LPIPS· 2023-12-16
0.22
best: 0.0893 (AESOP)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
16konDIV2K val - 4x upscaling
PSNR· 2023-12-16
26.89
best: 29.25 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299
16konDIV2K val - 4x upscaling
SSIM· 2023-12-16
0.7478
best: 0.9017 (EDSR)
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge arXiv:2312.10299