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SOTA Multi-view Depth Estimation benchmarks and papers with code | Wizwand
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Multi-view Depth Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DDAD (test)
AFNet
AbsRel
0.092
40
4d ago
ScanNet (test)
MVS2D (Ours-robust)
Abs Rel
0.059
23
4d ago
BlendedMVS
E-RayZer
AbsRel
0.148
14
4d ago
ETH3D
DUSt3R
Relative Error (rel)
2.91
12
2d ago
ScanNet 16 (test)
RIAV-MVS (+pose,atten)
Abs Rel Error
0.0734
12
4d ago
KITTI Odometry 11 (sequence 05)
AFNet
Absolute Relative Error
0.063
12
4d ago
KITTI Odometry 11 (sequence 04)
AFNet
Absolute Relative Error
0.059
12
4d ago
ETH3D high-resolution multi-view (train)
ACMM
Ave. Accuracy
90.7
12
4d ago
Tanks and Temples (T&T) RobustMVD (test)
COLMAP
Relative Error (rel)
0.7
10
4d ago
DTU RobustMVD (test)
COLMAP
Relative Error
2.7
10
4d ago
ETH3D RobustMVD (test)
Tracktention
Rel
9.2
10
4d ago
ScanNet RobustMVD (test)
UniDepth
Rel Error
1.5
10
4d ago
KITTI RobustMVD (test)
UniDepth
Relative Error
3.9
10
4d ago
Average (KITTI, ScanNet, ETH3D, DTU, T&T) (test)
MASt3R
Relative Error
3.13
9
4d ago
Tanks and Temples (T&T) (test)
MASt3R
Relative Error
2.04
9
4d ago
ETH3D (test)
MASt3R
Relative Error (rel)
2.44
9
4d ago
KITTI 2015 (test)
MASt3R
Rel Error
3.54
9
4d ago
ETH3D Large noise level
RobustVGGT-F
AbsRel
0.0319
8
4d ago
ETH3D Medium noise level
RobustVGGT-F
AbsRel
0.0297
8
4d ago
ETH3D Small noise level
RobustVGGT-F
AbsRel
0.0288
8
4d ago
WildUAV
NeVStereo
Abs Rel Error
0.0039
6
4d ago
NVIDIA-HOPE
NeVStereo
Abs Rel Error
0.0134
6
4d ago
ScanNet++
NeVStereo
Abs Rel Error
0.0163
6
4d ago
DTU 28 (test)
RIAV-MVS (+pose,atten)
AbsRel
0.0092
5
4d ago
Tanks and Temples (T&T)
DUSt3R
Relative Error (rel)
3.17
4
2d ago
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