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Benchmarks
Diffuse Albedo Estimation on FFHQ-UV-Intrinsics
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2.93
MSE
RefinementNet
2.8824
3.2037
3.525
3.8463
Dec 18, 2025
MSE
SSIM
LPIPS
FID
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
SSIM
LPIPS
FID
RefinementNet
Stage=Stage II, Base M...
2025.12
2.93
88.1
0.137
33.4
MAGINet
Stage=Stage I, Input R...
2025.12
3.05
87.5
0.142
35.9
GAN2X
Model Type=GAN-prior i...
2025.12
3.48
85
0.168
47.6
InverseFaceNet
Model Type=3DMM + SH
2025.12
3.65
84.2
0.184
51.7
SfSNet
Model Type=Lambertian,...
2025.12
3.76
83.5
0.19
54.1
U-Net-6L
Description=Plain U-Ne...
2025.12
4.12
82.1
0.201
58.3
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