3D Shape Reconstruction On Pix3D

EMD

IoU

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	CD	EMD	IoU	Paper Title
AtlasNet	0.125	0.128	N/A	AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation
MGN	0.0836	N/A	N/A	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image
TMN	0.0903	N/A	N/A	Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks
IM3D	0.0672	N/A	N/A	Holistic 3D Scene Understanding from a Single Image with Implicit Representation
MarrNet extension (w/ Pose)	0.119	0.118	0.282	Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling

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