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Benchmarks
Illumination estimation on MultiGP
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1.14
Log RMSE
MultiGP
1.0248
1.8024
2.58
3.3576
Mar 19, 2026
Log RMSE
PSNR
SSIM
LPIPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
Log RMSE
PSNR
SSIM
LPIPS
MultiGP
Object selection=multiple
2026.03
1.14
11.34
0.3
0.66
MultiGP
Object selection=single
2026.03
1.22
11.07
0.28
0.66
MultiGP
Geometry estimation=Ma...
2026.03
1.23
11.03
0.3
0.66
IID
2026.03
1.36
10
0.3
0.75
DRM
Object selection=singl...
2026.03
1.55
9.62
0.2
0.7
DiffusionLight
2026.03
1.63
10.74
0.29
0.64
DRM
Geometry estimation=Ma...
2026.03
1.67
9.58
0.19
0.69
DPI
2026.03
4.02
9.77
0.26
0.68
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