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Uncertainty Estimation for Novel View Synthesis on Mip-NeRF 360
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0.328
AUSE (L1)
3DGS-U
0.3128
0.4154
0.518
0.6206
Mar 24, 2026
AUSE (L1)
AUSE (DSSIM)
Pearson Correlation (L1)
Pearson Correlation (DSSIM)
Updated 25d ago
Evaluation Results
Method
Method
Links
AUSE (L1)
AUSE (DSSIM)
Pearson Correlation (L1)
Pearson Correlation (DSSIM)
3DGS-U
OH (%)=12.8
2026.03
0.328
0.214
0.369
0.547
Manifold
OH (%)=30.2
2026.03
0.52
0.559
0.07
-0.005
Var3DGS
OH (%)=>100
2026.03
0.558
0.495
0.118
0.16
FisherRF
OH (%)=14.2
2026.03
0.708
0.606
-0.055
0.009
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