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Models/GFP-GAN

GFP-GAN

Reported on 8 benchmarks across 1 task · 2 papers · 4 SOTA

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

Computer Vision8 results

Blind Face RestorationonLFW
FID· 2022-06-22
49.96
best: 39.58 (DiffBIR)
SOTA
Towards Robust Blind Face Restoration with Codebook Lookup Transformer arXiv:2206.11253
Blind Face RestorationonWIDER
FID· 2022-06-22
40.59
best: 32.35 (DiffBIR)
SOTA
Towards Robust Blind Face Restoration with Codebook Lookup Transformer arXiv:2206.11253
Blind Face RestorationonCelebA-Test
FID· 2021-01-11
42.62
best: 37.46 (PMRF)
SOTA
Towards Real-World Blind Face Restoration with Generative Facial Prior arXiv:2101.04061
Blind Face RestorationonCelebA-Test
LPIPS· 2021-01-11
36.46
best: 29.9 (CodeFormer)
SOTA
Towards Real-World Blind Face Restoration with Generative Facial Prior arXiv:2101.04061
Blind Face RestorationonCelebA-Test
Deg.· 2021-01-11
34.6
best: 55.45 (mGANprior)
Towards Real-World Blind Face Restoration with Generative Facial Prior arXiv:2101.04061
Blind Face RestorationonCelebA-Test
NIQE· 2021-01-11
4.077
best: 6.422 (mGANprior)
Towards Real-World Blind Face Restoration with Generative Facial Prior arXiv:2101.04061
Blind Face RestorationonCelebA-Test
PSNR· 2021-01-11
25.08
best: 26.37 (PMRF)
Towards Real-World Blind Face Restoration with Generative Facial Prior arXiv:2101.04061
Blind Face RestorationonCelebA-Test
SSIM· 2021-01-11
0.6777
best: 0.7073 (PMRF)
Towards Real-World Blind Face Restoration with Generative Facial Prior arXiv:2101.04061