3D on DTU

Metric: Comp (higher is better)

LeaderboardDataset

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#	Model↕	Comp▼	Augmentations	Paper	Date↕	Code
1	3D-R2N2	0.884	No	3D-R2N2: A Unified Approach for Single and Multi...	2016-04-02	Code
2	Gipuma	0.873	No	-	-	Code
3	COLMAP	0.664	No	-	-	Code
4	MVSNet	0.527	No	MVSNet: Depth Inference for Unstructured Multi-v...	2018-04-07	Code
5	CVP-MVSNet	0.406	No	Cost Volume Pyramid Based Depth Inference for Mu...	2019-12-18	Code
6	Cas-MVSNet	0.385	No	Cascade Cost Volume for High-Resolution Multi-Vi...	2019-12-13	Code
7	Vis-MVSNet	0.361	No	Visibility-aware Multi-view Stereo Network	2020-08-18	Code
8	UCSNet	0.349	No	Deep Stereo using Adaptive Thin Volume Represent...	2019-11-27	Code
9	AA-RMVSNet	0.339	No	AA-RMVSNet: Adaptive Aggregation Recurrent Multi...	2021-08-09	Code
10	IB-MVS	0.309	No	IB-MVS: An Iterative Algorithm for Deep Multi-Vi...	2021-11-29	-
11	EPP-MVSNet	0.296	No	-	-	Code
12	GBi-Net	0.293	No	Generalized Binary Search Network for Highly-Eff...	2021-12-04	Code
13	TransMVSNet	0.289	No	TransMVSNet: Global Context-aware Multi-view Ste...	2021-11-29	Code
14	CDS-MVSNet	0.278	No	Curvature-guided dynamic scale networks for Mult...	2021-12-11	Code
15	UniMVSNet	0.278	No	Rethinking Depth Estimation for Multi-View Stere...	2022-01-05	Code
16	MSCVP-MVSNet	0.278	No	Cost Volume Pyramid Network with Multi-strategie...	2022-07-25	Code
17	PatchmatchNet	0.277	No	PatchmatchNet: Learned Multi-View Patchmatch Ste...	2020-12-02	Code
18	RA-MVSNet	0.268	No	Multi-View Stereo Representation Revisit: Region...	2023-04-26	-
19	GC-MVSNet	0.26	No	GC-MVSNet: Multi-View, Multi-Scale, Geometricall...	2023-10-30	Code
20	GeoMVSNet	0.259	No	-	-	Code
21	ET-MVSNet	0.253	No	When Epipolar Constraint Meets Non-local Operato...	2023-09-29	Code
22	MVSFormer++	0.2521	No	MVSFormer++: Revealing the Devil in Transformer'...	2024-01-22	Code
23	MVSFormer	0.251	No	MVSFormer: Multi-View Stereo by Learning Robust ...	2022-08-04	Code
24	GoMVS	0.227	No	GoMVS: Geometrically Consistent Cost Aggregation...	2024-04-11	Code

#13D-R2N2SOTA
0.884
Comp· 2016-04-02
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Code
#2Gipuma
0.873
Comp
No paperCode
#3COLMAP
0.664
Comp
No paperCode
#4MVSNet
0.527
Comp· 2018-04-07
MVSNet: Depth Inference for Unstructured Multi-view Stereo Code
#5CVP-MVSNet
0.406
Comp· 2019-12-18
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Code
#6Cas-MVSNet
0.385
Comp· 2019-12-13
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Code
#7Vis-MVSNet
0.361
Comp· 2020-08-18
Visibility-aware Multi-view Stereo Network Code
#8UCSNet
0.349
Comp· 2019-11-27
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Code
#9AA-RMVSNet
0.339
Comp· 2021-08-09
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Code
#10IB-MVS
0.309
Comp· 2021-11-29
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
#11EPP-MVSNet
0.296
Comp
No paperCode
#12GBi-Net
0.293
Comp· 2021-12-04
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo Code
#13TransMVSNet
0.289
Comp· 2021-11-29
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Code
#14CDS-MVSNet
0.278
Comp· 2021-12-11
Curvature-guided dynamic scale networks for Multi-view Stereo Code
#15UniMVSNet
0.278
Comp· 2022-01-05
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation Code
#16MSCVP-MVSNet
0.278
Comp· 2022-07-25
Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo Code
#17PatchmatchNet
0.277
Comp· 2020-12-02
PatchmatchNet: Learned Multi-View Patchmatch Stereo Code
#18RA-MVSNet
0.268
Comp· 2023-04-26
Multi-View Stereo Representation Revisit: Region-Aware MVSNet
#19GC-MVSNet
0.26
Comp· 2023-10-30
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo Code
#20GeoMVSNet
0.259
Comp
No paperCode
#21ET-MVSNet
0.253
Comp· 2023-09-29
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo Code
#22MVSFormer++
0.2521
Comp· 2024-01-22
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo Code
#23MVSFormer
0.251
Comp· 2022-08-04
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth Code
#24GoMVS
0.227
Comp· 2024-04-11
GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo Code