Point Clouds on Tanks and Temples

Metric: Mean F1 (Intermediate) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Mean F1 (Intermediate)▼	Extra Data	Paper	Date↕	Code
1	MVSFormer++	67.03	No	MVSFormer++: Revealing the Devil in Transformer'...	2024-01-22	Code
2	MVSFormer	66.37	No	MVSFormer: Multi-View Stereo by Learning Robust ...	2022-08-04	Code
3	GeoMVSNet	65.89	No	-	-	Code
4	RA-MVSNet	65.72	No	Multi-View Stereo Representation Revisit: Region...	2023-04-26	-
5	ET-MVSNet	65.49	No	When Epipolar Constraint Meets Non-local Operato...	2023-09-29	Code
6	DPE-MVS	63.98	No	Dual-Level Precision Edges Guided Multi-View Ste...	2024-12-29	Code
7	APD-MVS	63.64	No	-	-	Code
8	GC-MVSNet	62.74	No	GC-MVSNet: Multi-View, Multi-Scale, Geometricall...	2023-10-30	Code
9	EPP-MVSNet	61.68	No	-	-	Code
10	CDS-MVSNet	61.58	No	Curvature-guided dynamic scale networks for Mult...	2021-12-11	Code
11	AA-RMVSNet	61.51	No	AA-RMVSNet: Adaptive Aggregation Recurrent Multi...	2021-08-09	Code
12	GBi-Net	61.42	No	Generalized Binary Search Network for Highly-Eff...	2021-12-04	Code
13	Vis-MVSNet	60.03	No	Visibility-aware Multi-view Stereo Network	2020-08-18	Code
14	ACMM	57.27	No	Multi-Scale Geometric Consistency Guided Multi-V...	2019-04-17	-
15	Cas-MVSNet	56.84	No	Cascade Cost Volume for High-Resolution Multi-Vi...	2019-12-13	Code
16	IB-MVS	56.02	No	IB-MVS: An Iterative Algorithm for Deep Multi-Vi...	2021-11-29	-
17	UCSNet	54.83	No	Deep Stereo using Adaptive Thin Volume Represent...	2019-11-27	Code
18	CVP-MVSNet	54.03	No	Cost Volume Pyramid Based Depth Inference for Mu...	2019-12-18	Code
19	PatchmatchNet	53.15	No	PatchmatchNet: Learned Multi-View Patchmatch Ste...	2020-12-02	Code
20	MVSNet	43.48	No	MVSNet: Depth Inference for Unstructured Multi-v...	2018-04-07	Code
21	COLMAP	42.14	No	-	-	Code

#1MVSFormer++SOTA
67.03
Mean F1 (Intermediate)· 2024-01-22
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo Code
#2MVSFormerSOTA
66.37
Mean F1 (Intermediate)· 2022-08-04
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth Code
#3GeoMVSNet
65.89
Mean F1 (Intermediate)
No paperCode
#4RA-MVSNet
65.72
Mean F1 (Intermediate)· 2023-04-26
Multi-View Stereo Representation Revisit: Region-Aware MVSNet
#5ET-MVSNet
65.49
Mean F1 (Intermediate)· 2023-09-29
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo Code
#6DPE-MVS
63.98
Mean F1 (Intermediate)· 2024-12-29
Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization Code
#7APD-MVS
63.64
Mean F1 (Intermediate)
No paperCode
#8GC-MVSNet
62.74
Mean F1 (Intermediate)· 2023-10-30
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo Code
#9EPP-MVSNet
61.68
Mean F1 (Intermediate)
No paperCode
#10CDS-MVSNetSOTA
61.58
Mean F1 (Intermediate)· 2021-12-11
Curvature-guided dynamic scale networks for Multi-view Stereo Code
#11AA-RMVSNetSOTA
61.51
Mean F1 (Intermediate)· 2021-08-09
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Code
#12GBi-Net
61.42
Mean F1 (Intermediate)· 2021-12-04
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo Code
#13Vis-MVSNetSOTA
60.03
Mean F1 (Intermediate)· 2020-08-18
Visibility-aware Multi-view Stereo Network Code
#14ACMMSOTA
57.27
Mean F1 (Intermediate)· 2019-04-17
Multi-Scale Geometric Consistency Guided Multi-View Stereo
#15Cas-MVSNet
56.84
Mean F1 (Intermediate)· 2019-12-13
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Code
#16IB-MVS
56.02
Mean F1 (Intermediate)· 2021-11-29
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
#17UCSNet
54.83
Mean F1 (Intermediate)· 2019-11-27
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Code
#18CVP-MVSNet
54.03
Mean F1 (Intermediate)· 2019-12-18
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Code
#19PatchmatchNet
53.15
Mean F1 (Intermediate)· 2020-12-02
PatchmatchNet: Learned Multi-View Patchmatch Stereo Code
#20MVSNetSOTA
43.48
Mean F1 (Intermediate)· 2018-04-07
MVSNet: Depth Inference for Unstructured Multi-view Stereo Code
#21COLMAP
42.14
Mean F1 (Intermediate)
No paperCode