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DTU
3D Reconstruction on DTU
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Model name (A→Z)
#
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
#1
3D-R2N2
SOTA
0.884
Comp
· 2016-04-02
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
Code
#2
Gipuma
0.873
Comp
No paper
Code
#3
COLMAP
0.664
Comp
No paper
Code
#4
MVSNet
0.527
Comp
· 2018-04-07
MVSNet: Depth Inference for Unstructured Multi-view Stereo
Code
#5
CVP-MVSNet
0.406
Comp
· 2019-12-18
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
Code
#6
Cas-MVSNet
0.385
Comp
· 2019-12-13
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
Code
#7
Vis-MVSNet
0.361
Comp
· 2020-08-18
Visibility-aware Multi-view Stereo Network
Code
#8
UCSNet
0.349
Comp
· 2019-11-27
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness
Code
#9
AA-RMVSNet
0.339
Comp
· 2021-08-09
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network
Code
#10
IB-MVS
0.309
Comp
· 2021-11-29
IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
#11
EPP-MVSNet
0.296
Comp
No paper
Code
#12
GBi-Net
0.293
Comp
· 2021-12-04
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo
Code
#13
TransMVSNet
0.289
Comp
· 2021-11-29
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers
Code
#14
CDS-MVSNet
0.278
Comp
· 2021-12-11
Curvature-guided dynamic scale networks for Multi-view Stereo
Code
#15
UniMVSNet
0.278
Comp
· 2022-01-05
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
Code
#16
MSCVP-MVSNet
0.278
Comp
· 2022-07-25
Cost Volume Pyramid Network with Multi-strategies Range Searching for Multi-view Stereo
Code
#17
PatchmatchNet
0.277
Comp
· 2020-12-02
PatchmatchNet: Learned Multi-View Patchmatch Stereo
Code
#18
RA-MVSNet
0.268
Comp
· 2023-04-26
Multi-View Stereo Representation Revisit: Region-Aware MVSNet
#19
GC-MVSNet
0.26
Comp
· 2023-10-30
GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo
Code
#20
GeoMVSNet
0.259
Comp
No paper
Code
#21
ET-MVSNet
0.253
Comp
· 2023-09-29
When Epipolar Constraint Meets Non-local Operators in Multi-View Stereo
Code
#22
MVSFormer++
0.2521
Comp
· 2024-01-22
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo
Code
#23
MVSFormer
0.251
Comp
· 2022-08-04
MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth
Code
#24
GoMVS
0.227
Comp
· 2024-04-11
GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo
Code