ResearchBenchmarksUncertainty Estimation for Novel View Synthesis on Mip-NeRF 360Uncertainty Estimation for Novel View Synthesis on Mip-NeRF 360Follow0.328AUSE (L1)3DGS-U0.31280.41540.5180.6206Mar 24, 2026Evaluation resultsMethodMethodLinksAUSE (L1)AUSE (DSSIM)Pearson Correlation (L1)Pearson Correlation (DSSIM)3DGS-UOH (%)=12.8OH (%)=12.82026.030.3280.2140.3690.547ManifoldOH (%)=30.2OH (%)=30.22026.030.520.5590.07-0.005Var3DGSOH (%)=>100OH (%)=>1002026.030.5580.4950.1180.16FisherRFOH (%)=14.2OH (%)=14.22026.030.7080.606-0.0550.009