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Computer Vision
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Blind Face Restoration
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CelebA-Test
Blind Face Restoration on CelebA-Test
Metric: LPIPS (lower is better)
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Dataset
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#
Model
↕
LPIPS
▲
Extra Data
Paper
Date
↕
Code
1
CodeFormer
29.9
No
Towards Robust Blind Face Restoration with Codeb...
2022-06-22
Code
2
GFP-GAN
36.46
No
Towards Real-World Blind Face Restoration with G...
2021-01-11
Code
3
DeblurGANv2*
40.01
No
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F...
2019-08-10
Code
4
PSFRGAN
42.4
No
Progressive Semantic-Aware Style Transformation ...
2020-09-18
Code
5
DifFace
43.5
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code
6
DiffBIR
45.73
No
DiffBIR: Towards Blind Image Restoration with Ge...
2023-08-29
Code
7
mGANprior
45.84
No
Image Processing Using Multi-Code GAN Prior
2019-12-15
Code
8
GLEAN
46.9
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code
9
VQFR
47.1
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code
10
HiFaceGAN
47.7
No
HiFaceGAN: Face Renovation via Collaborative Sup...
2020-05-11
Code
11
GFPGAN
49.5
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code
12
PSFRGAN
50
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code
13
PULSE
50.8
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code
14
DFDNet
55.4
No
DifFace: Blind Face Restoration with Diffused Er...
2022-12-13
Code