SOTAVerified

Point Clouds

Papers

Showing 122 of 22 papers

TitleStatusHype
Dual-Level Precision Edges Guided Multi-View Stereo with Accurate PlanarizationCode0
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View StereoCode3
CT-MVSNet: Efficient Multi-View Stereo with Cross-scale TransformerCode1
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View StereoCode1
When Epipolar Constraint Meets Non-local Operators in Multi-View StereoCode1
Multi-View Stereo Representation Revisit: Region-Aware MVSNet0
GeoMVSNet: Learning Multi-View Stereo With Geometry PerceptionCode2
Adaptive Patch Deformation for Textureless-Resilient Multi-View StereoCode1
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based DepthCode2
Curvature-guided dynamic scale networks for Multi-view StereoCode1
Generalized Binary Search Network for Highly-Efficient Multi-View StereoCode1
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions0
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo NetworkCode1
EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View StereoCode0
PatchmatchNet: Learned Multi-View Patchmatch StereoCode1
Visibility-aware Multi-view Stereo NetworkCode1
Cost Volume Pyramid Based Depth Inference for Multi-View StereoCode0
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo MatchingCode1
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty AwarenessCode0
Multi-Scale Geometric Consistency Guided Multi-View Stereo0
MVSNet: Depth Inference for Unstructured Multi-view StereoCode1
Structure-From-Motion RevisitedCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CDS-MVSNetMean F1 (Intermediate)61.58Unverified
2AA-RMVSNetMean F1 (Intermediate)61.51Unverified
3GBi-NetMean F1 (Intermediate)61.42Unverified
4Vis-MVSNetMean F1 (Intermediate)60.03Unverified
5UCSNetMean F1 (Intermediate)54.83Unverified
6CVP-MVSNetMean F1 (Intermediate)54.03Unverified
7MVSNetMean F1 (Intermediate)43.48Unverified
8MVSFormer++Mean F1 (Advanced)41.7Unverified
9GeoMVSNetMean F1 (Advanced)41.52Unverified
10MVSFormerMean F1 (Advanced)40.87Unverified