Geometry Reconstruction

Benchmarks

Dataset Name	SOTA Method	Metric
DTU	NeuS	CD (w/ mask)0.36	80	1mo ago
DTU (full)	Neuralangelo	Error Metric 240.37	25	1mo ago
Synthetic Objects (test)	NeP	Chamfer Distance (CD)0.0014	24	1mo ago
DTU	PGSR	Chamfer Distance (Scan 24)0.38	10	23d ago
GauU-Scene Modern Building	UrbanGS	Precision66.2	7	1mo ago
GauU-Scene Russian Building	CityGS-X	Precision0.572	7	1mo ago
GauU-Scene Residence	SuGaR	Precision57.9	7	1mo ago
Stanford-ORB (test)	LIRM-NDE 3rd	CD0.31	7	1mo ago
Shape2Motion	Share Decoder	Whole Chamfer Distance0.68	6	1mo ago
Tanks and Temple (train)	GSM-GS	F1 Score (Caterpillar)43	5	1mo ago
Our Synthetic RGB Dataset 1.0 (test)	ShadowNeuS	Depth L10.1341	5	1mo ago
PartNet-Mobility All 46 classes	MonoArt	CD125	4	1mo ago
TensoIR-derived Indirect Illumination Dataset 1.0 (test)	RadioGS	Normal MAE3.6048	4	1mo ago
NeRO Coral	NeRO	Chamfer Distance0.13	4	1mo ago
NeRO Materials	Ref-MC2	Chamfer Distance0.003	4	1mo ago
Synthetic Dataset	Ditto	Whole Chamfer Distance0.38	4	1mo ago
Synthetic Kitchen Counter (val)	GaNI	Chamfer Distance (x100)0.023	3	5d ago
Synthetic Shelf (val)	GaNI	Chamfer Distance0.011	3	5d ago
Synthetic Bedroom (val)	WildLight	Chamfer Distance0	3	5d ago
PartNet-Mobility Partial 7 classes	MonoArt	CD (x10^-2)0.77	3	1mo ago
Simulated (sim)	Neural Inverse Rendering from Propagating Light	MAE8.45	3	1mo ago
DTU novel views (test)	NeRFusion	Absolute Error0.036	3	1mo ago
DTU input views (test)	NeRFusion	Absolute Error0.034	3	1mo ago

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