3D Reconstruction on DTU

Metric: Overall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Overall▼	Augmentations	Paper	Date↕	Code
1	3D-R2N2	0.63	No	3D-R2N2: A Unified Approach for Single and Multi...	2016-04-02	Code
2	Gipuma	0.578	No	-	-	Code
3	COLMAP	0.532	No	-	-	Code
4	MVSNet	0.462	No	MVSNet: Depth Inference for Unstructured Multi-v...	2018-04-07	Code
5	Vis-MVSNet	0.365	No	Visibility-aware Multi-view Stereo Network	2020-08-18	Code
6	AA-RMVSNet	0.357	No	AA-RMVSNet: Adaptive Aggregation Recurrent Multi...	2021-08-09	Code
7	Cas-MVSNet	0.355	No	Cascade Cost Volume for High-Resolution Multi-Vi...	2019-12-13	Code
8	EPP-MVSNet	0.355	No	-	-	Code
9	PatchmatchNet	0.352	No	PatchmatchNet: Learned Multi-View Patchmatch Ste...	2020-12-02	Code
10	CVP-MVSNet	0.351	No	Cost Volume Pyramid Based Depth Inference for Mu...	2019-12-18	Code
11	UCSNet	0.344	No	Deep Stereo using Adaptive Thin Volume Represent...	2019-11-27	Code
12	MSCVP-MVSNet	0.328	No	Cost Volume Pyramid Network with Multi-strategie...	2022-07-25	Code
13	IB-MVS	0.321	No	IB-MVS: An Iterative Algorithm for Deep Multi-Vi...	2021-11-29	-
14	CDS-MVSNet	0.315	No	Curvature-guided dynamic scale networks for Mult...	2021-12-11	Code
15	UniMVSNet	0.315	No	Rethinking Depth Estimation for Multi-View Stere...	2022-01-05	Code
16	TransMVSNet	0.305	No	TransMVSNet: Global Context-aware Multi-view Ste...	2021-11-29	Code
17	GBi-Net	0.303	No	Generalized Binary Search Network for Highly-Eff...	2021-12-04	Code
18	RA-MVSNet	0.297	No	Multi-View Stereo Representation Revisit: Region...	2023-04-26	-
19	GC-MVSNet	0.295	No	GC-MVSNet: Multi-View, Multi-Scale, Geometricall...	2023-10-30	Code
20	GeoMVSNet	0.295	No	-	-	Code
21	ET-MVSNet	0.291	No	When Epipolar Constraint Meets Non-local Operato...	2023-09-29	Code
22	MVSFormer	0.289	No	MVSFormer: Multi-View Stereo by Learning Robust ...	2022-08-04	Code
23	GoMVS	0.287	No	GoMVS: Geometrically Consistent Cost Aggregation...	2024-04-11	Code
24	MVSFormer++	0.2805	No	MVSFormer++: Revealing the Devil in Transformer'...	2024-01-22	Code

#13D-R2N2SOTA
0.63
Overall· 2016-04-02
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Code
#2Gipuma
0.578
Overall
No paperCode
#3COLMAP
0.532
Overall
No paperCode
#4MVSNet
0.462
Overall· 2018-04-07
MVSNet: Depth Inference for Unstructured Multi-view Stereo Code
#5Vis-MVSNet
0.365
Overall· 2020-08-18
Visibility-aware Multi-view Stereo Network Code
#6AA-RMVSNet
0.357
Overall· 2021-08-09
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Code
#7Cas-MVSNet
0.355
Overall· 2019-12-13
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Code
#8EPP-MVSNet
0.355
Overall
No paperCode
#9PatchmatchNet
0.352
Overall· 2020-12-02
PatchmatchNet: Learned Multi-View Patchmatch Stereo Code
#10CVP-MVSNet
0.351
Overall· 2019-12-18
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Code
#11UCSNet
0.344
Overall· 2019-11-27
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Code
#12MSCVP-MVSNet
0.328
Overall· 2022-07-25
Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo Code
#13IB-MVS
0.321
Overall· 2021-11-29
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
#14CDS-MVSNet
0.315
Overall· 2021-12-11
Curvature-guided dynamic scale networks for Multi-view Stereo Code
#15UniMVSNet
0.315
Overall· 2022-01-05
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation Code
#16TransMVSNet
0.305
Overall· 2021-11-29
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Code
#17GBi-Net
0.303
Overall· 2021-12-04
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo Code
#18RA-MVSNet
0.297
Overall· 2023-04-26
Multi-View Stereo Representation Revisit: Region-Aware MVSNet
#19GC-MVSNet
0.295
Overall· 2023-10-30
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo Code
#20GeoMVSNet
0.295
Overall
No paperCode
#21ET-MVSNet
0.291
Overall· 2023-09-29
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo Code
#22MVSFormer
0.289
Overall· 2022-08-04
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth Code
#23GoMVS
0.287
Overall· 2024-04-11
GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo Code
#24MVSFormer++
0.2805
Overall· 2024-01-22
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo Code