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3D Reconstruction On Dtu

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Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Paper Title
PatchmatchNet0.4270.2770.352PatchmatchNet: Learned Multi-View Patchmatch Stereo
EPP-MVSNet0.4130.2960.355EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo
COLMAP0.4000.6640.532Structure-From-Motion Revisited
3D-R2N20.3970.8840.6303D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
MVSNet0.3960.5270.462MVSNet: Depth Inference for Unstructured Multi-view Stereo
MSCVP-MVSNet0.3790.2780.328Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo
AA-RMVSNet0.3760.3390.357AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network
Vis-MVSNet0.3690.3610.365Visibility-aware Multi-view Stereo Network
UniMVSNet0.3520.2780.315Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
CDS-MVSNet0.3510.2780.315Curvature-guided dynamic scale networks for Multi-view Stereo
GoMVS0.3470.2270.287GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo
UCSNet0.3380.3490.344Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness
IB-MVS0.3340.3090.321IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
GeoMVSNet0.3310.2590.295GeoMVSNet: Learning Multi-View Stereo With Geometry Perception
GC-MVSNet0.3300.2600.295GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo
ET-MVSNet0.3290.2530.291When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo
MVSFormer0.3270.2510.289MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth
RA-MVSNet0.3260.2680.297Multi-View Stereo Representation Revisit: Region-Aware MVSNet
Cas-MVSNet0.3250.3850.355Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
TransMVSNet0.3210.2890.305TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers
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