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Benchmarks
Illumination Estimation on StanfordORB (full)
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8.09
Angular Error
Twinner
7.8104
9.6977
11.585
13.4723
Mar 11, 2025
Angular Error
RMSE
Normalized RMSE
SI RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Angular Error
RMSE
Normalized RMSE
SI RMSE
Twinner
Model Type=predictive...
2025.03
8.09
0.57
0.602
0.472
NMF
Model Type=single-scen...
2025.03
11.24
0.487
0.524
0.394
DiffusionLight
Model Type=predictive...
2025.03
11.35
0.581
0.569
0.544
NVDiffRec
Model Type=single-scen...
2025.03
12.26
0.723
0.715
0.367
StyleLight
Model Type=predictive...
2025.03
13.05
0.64
0.689
0.44
NVDiffRecMC
Model Type=single-scen...
2025.03
13.25
0.574
0.614
0.527
TensoIR
Model Type=single-scen...
2025.03
15.08
0.752
0.798
0.451
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