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Static Semantic 3D Gaussian Splatting on Replica (average)

96.26SSIMFisher Information-driven NBV selection
90.550492.032793.51594.9973Dec 28, 2025

Evaluation results

MethodLinks
Fisher Information-driven NBV selectionselection strategy=Fisher Information (Semantic-aware)2025.1296.2633.60.057292.8976.48
Magic Momentsselection strategy=semantic covariance2025.1296.1533.520.059192.5675.93
FisherRFselection strategy=Fisher Information (Geometric)2025.1295.9332.170.061492.374.41
Randomselection strategy=random2025.1290.7729.660.147791.8971.2