3D Reconstruction On Dtu

Métriques

Acc

Comp

Overall

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Acc	Comp	Overall	Paper Title	Repository
TransMVSNet	0.321	0.289	0.305	TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers
UCSNet	0.338	0.349	0.344	Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness	-
EPP-MVSNet	0.413	0.296	0.355	EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo
COLMAP	0.400	0.664	0.532	Structure-From-Motion Revisited
ET-MVSNet	0.329	0.253	0.291	When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo
MVSNet	0.396	0.527	0.462	MVSNet: Depth Inference for Unstructured Multi-view Stereo
3D-R2N2	0.397	0.884	0.630	3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
CDS-MVSNet	0.351	0.278	0.315	Curvature-guided dynamic scale networks for Multi-view Stereo
Gipuma	0.283	0.873	0.578	Massively Parallel Multiview Stereopsis by Surface Normal Diffusion	-
GeoMVSNet	0.331	0.259	0.295	GeoMVSNet: Learning Multi-View Stereo With Geometry Perception
GoMVS	0.347	0.227	0.287	GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo
Cas-MVSNet	0.325	0.385	0.355	Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
CVP-MVSNet	0.296	0.406	0.351	Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
AA-RMVSNet	0.376	0.339	0.357	AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network
Vis-MVSNet	0.369	0.361	0.365	Visibility-aware Multi-view Stereo Network
GC-MVSNet	0.330	0.260	0.295	GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo
IB-MVS	0.334	0.309	0.321	IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions	-
RA-MVSNet	0.326	0.268	0.297	Multi-View Stereo Representation Revisit: Region-Aware MVSNet	-
GBi-Net	0.312	0.293	0.303	Generalized Binary Search Network for Highly-Efficient Multi-View Stereo
MVSFormer++	0.3090	0.2521	0.2805	MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo

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