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Benchmarks
Roughness Estimation on InteriorVerse 2633 images (test)
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19.57
PSNR
GenPercept
11.0524
13.2637
15.475
17.6863
Dec 15, 2025
PSNR
SSIM
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
LPIPS
GenPercept
Geometric Inputs (Norm...
2025.12
19.57
70.1
0.201
GenPercept
Geometric Inputs (Norm...
2025.12
19.26
68.9
0.202
UNet-RGB
Geometric Inputs (Norm...
2025.12
17.73
67.2
0.241
UNet-HF
Geometric Inputs (Norm...
2025.12
17.27
62.6
0.265
UNet-HF
Geometric Inputs (Norm...
2025.12
17.2
64.2
0.269
UNet-RGB
Geometric Inputs (Norm...
2025.12
16.92
64.2
0.265
Kocsis2024
Geometric Inputs (Norm...
2025.12
14.83
46.9
0.337
Zhu2022
Geometric Inputs (Norm...
2025.12
13.38
34.8
0.422
RGB↔X
Geometric Inputs (Norm...
2025.12
11.38
22
0.401
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