SOTA Shape Reconstruction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Novel Object Set Princeton and Stanford repositories	PF-MAP-GPIS	Mean TWD0.259	30	1mo ago
ShapeNet All (test)	Points	Chamfer Distance (x10^-3)1.21	14	1mo ago
PISR	NeRO	MAE (L-RABBIT)9.4	11	1mo ago
RMVP3D	PISR	MAE (SHISA)8.23	11	1mo ago
ShapeNet 7 selected categories v2 (test)	3DILG	IoU0.952	11	1mo ago
ShapeNet 55 categories v2 (test)	3DILG	IoU95.3	11	1mo ago
SMVP3D	NeRO	HEDGEHOG MAE3.4	10	1mo ago
ShapeNet Plane (test)	Learnable Earth Parser	CD1.34	10	1mo ago
CO3D unseen categories v2	MCC	Abs Error1.17	9	1mo ago
CO3D seen categories v2	MCC	Abs Error1.46	9	1mo ago
ShapeNet Incomplete Scans	GG-Langevin	Cars Chamfer Distance (x10^2)0.84	8	19d ago
ShapeNet Sparse Scans	GG-Langevin	Cars CD0.0088	8	19d ago
MedSDF (test)	Skeletal Latent Diffusion	CD2.314	7	1mo ago
ShapeNet Mean (test)	OctField	CD2.97	7	1mo ago
ShapeNet Sofa (test)	OctField	CD3.02	7	15d ago
ShapeNet Table (test)	OctField	CD2.53	7	1mo ago
ShapeNet Chair (test)	OctField	CD2.19	7	15d ago
ShapeNet Car (test)	OctField	Chamfer Distance (CD)4.84	7	1mo ago
YCBV	CRISP-Real	Mean e_shape0.026	5	1mo ago
REAL275 (test)	CRISP	Bottle Error (mm)0.55	5	1mo ago
NOCS	CRISP	Shape Error (Bottle)0.55	5	1mo ago
SMVP3D synthetic (test)	NeRSP	HEDGEHOG3.43	5	1mo ago
Synthetic dataset (test)	Neural-PBIR (Full)	CD0	5	1mo ago
PartNet All regions (test)	NEUFORM	Chamfer Distance0.238	5	1mo ago
PartNet Non-joint regions (test)	COALESCE	CD0.154	5	1mo ago

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