Point Clouds On Tanks And Temples

评估指标

Mean F1 (Intermediate)

评测结果

各个模型在此基准测试上的表现结果

模型名称	Mean F1 (Intermediate)	Paper Title	Repository
MVSNet	43.48	MVSNet: Depth Inference for Unstructured Multi-view Stereo
MVSFormer	66.37	MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth
RA-MVSNet	65.72	Multi-View Stereo Representation Revisit: Region-Aware MVSNet	-
CVP-MVSNet	54.03	Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
Vis-MVSNet	60.03	Visibility-aware Multi-view Stereo Network
AA-RMVSNet	61.51	AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network
GBi-Net	61.42	Generalized Binary Search Network for Highly-Efficient Multi-View Stereo
GeoMVSNet	65.89	GeoMVSNet: Learning Multi-View Stereo With Geometry Perception
PatchmatchNet	53.15	PatchmatchNet: Learned Multi-View Patchmatch Stereo
ACMM	57.27	Multi-Scale Geometric Consistency Guided Multi-View Stereo	-
EPP-MVSNet	61.68	EPP-MVSNet: Epipolar-Assembling Based Depth Prediction for Multi-View Stereo
APD-MVS	63.64	Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo	-
DPE-MVS	63.98	Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization
IB-MVS	56.02	IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions	-
ET-MVSNet	65.49	When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo
MVSFormer++	67.03	MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo
Cas-MVSNet	56.84	Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
GC-MVSNet	62.74	GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo
CDS-MVSNet	61.58	Curvature-guided dynamic scale networks for Multi-view Stereo
UCSNet	54.83	Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness	-

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