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Planar Reconstruction on ScanNet V2

5.68Ch-L2 Error (Geometry)PLANING (Ours)
5.46126.93818.4159.8919Jan 29, 2026

Evaluation results

MethodLinks
PLANING (Ours)Leveraging geometric priors=false, Time (minutes)=2.1, Primitive count=56.1k2026.015.6862.1510.557.589.07
ARTDECOLeveraging geometric priors=false, Time (minutes)=2.2, Primitive count=621.5k2026.016.0557.5819.628.7314.18
AirPlanesLeveraging geometric priors=false, Time (minutes)=3.5, Primitive count=w/o explicit geometric primitives2026.016.3455.339.688.99.29
2DGSLeveraging geometric priors=true, Time (minutes)=10.9, Primitive count=1196.8k2026.016.4853.7315.568.1211.84
PlanarSplattingLeveraging geometric priors=false, Time (minutes)=3.1, Primitive count=1.76k2026.016.5451.679.7210.7710.24
PGSRLeveraging geometric priors=true, Time (minutes)=21.3, Primitive count=629.1k2026.016.5954.2815.888.4612.17
MeshSplattingLeveraging geometric priors=true, Time (minutes)=9.7, Primitive count=291.3k2026.0111.1530.7340.1611.4525.81