OpenCodePapers
blind-face-restoration-on-celeba-test
Blind Face Restoration
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Code
LPIPS
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FID
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NIQE
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Deg.
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PSNR
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SSIM
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IDS
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ModelName
ReleaseDate
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Towards Robust Blind Face Restoration with Codebook Lookup Transformer
✓ Link
29.9
60.62
22.18
0.61
60
CodeFormer
2022-06-22
Towards Real-World Blind Face Restoration with Generative Facial Prior
✓ Link
36.46
42.62
4.077
34.60
25.08
0.6777
GFP-GAN
2021-01-11
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
✓ Link
40.01
52.69
4.917
39.64
25.91
0.6952
DeblurGANv2*
2019-08-10
Progressive Semantic-Aware Style Transformation for Blind Face Restoration
✓ Link
42.4
47.59
5.123
39.69
24.71
0.6557
PSFRGAN
2020-09-18
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
43.5
38.43
24.08
0.703
62.39
DifFace
2022-12-13
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
✓ Link
45.73
59.06
21.7509
0.5971
51
DiffBIR
2023-08-29
Image Processing Using Multi-Code GAN Prior
✓ Link
45.84
82.27
6.422
55.45
24.30
0.6758
mGANprior
2019-12-15
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
46.9
60.3
23.41
0.666
67.13
GLEAN
2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
47.1
45.84
21.94
0.585
65.87
VQFR
2022-12-13
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment
✓ Link
47.7
66.09
4.916
42.18
24.92
0.6195
HiFaceGAN
2020-05-11
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
49.5
46.99
22.18
0.631
66.76
GFPGAN
2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
50
52.14
22.74
0.63
68.14
PSFRGAN
2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
50.8
48.33
22.14
0.682
74.97
PULSE
2022-12-13
DifFace: Blind Face Restoration with Diffused Error Contraction
✓ Link
55.4
64.65
23.15
0.629
86.21
DFDNet
2022-12-13
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
✓ Link
37.46
4.118
30.67
26.37
0.7073
PMRF
2024-10-01