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Benchmarks
Material Decomposition on Material Decomposition Dataset
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0.009
MSE (basecolor)
MatPedia
0.00448
0.03499
0.0655
0.09601
Nov 21, 2025
MSE (basecolor)
MSE (Normal)
MSE (Roughness)
MSE (Render)
LPIPS (basecolor)
LPIPS (Normal)
LPIPS (Roughness)
LPIPS (Render)
Updated 3mo ago
Evaluation Results
Method
Method
Links
MSE (basecolor)
MSE (Normal)
MSE (Roughness)
MSE (Render)
LPIPS (basecolor)
LPIPS (Normal)
LPIPS (Roughness)
LPIPS (Render)
MatPedia
2025.11
0.009
0.007
0.041
0.008
0.664
0.419
0.423
0.627
Material Palette
2025.11
0.058
0.014
0.103
0.034
0.716
0.513
0.761
0.644
RGB↔X
2025.11
0.122
0.034
0.083
0.079
0.77
0.643
0.622
0.706
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