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SOTA Disparity Estimation benchmarks and papers with code | Wizwand
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Disparity Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
KITTI 2015 (test)
OpticalExp
D1 Error (bg, all)
1.48
77
4d ago
Scene Flow (test)
ACVNet
EPE
0.46
24
4d ago
Sintel
IGEV
EPE
0.32
11
4d ago
Vkitti 2
DenVisCoM
EPE
0.18
11
4d ago
KITTI 15
DenVisCoM
EPE
0.27
11
4d ago
KITTI 2012 (test)
PSMNet
Mean Error (Noc)
0.5
9
4d ago
FlyingThings3D (test)
iResNet
EPE
1.27
7
4d ago
FlyingThings3D 2k images (val)
CADS
Disp. AI(1)
0.0177
6
4d ago
KITTI 2015 (val)
GwcNet-g
EPE (px)
0.62
6
4d ago
Boxes synthetic light field
Li et al.
MSE
0.0467
6
4d ago
Cotton (synthetic light field)
Khan et al.
MSE
0.0068
6
4d ago
Dino light field (synthetic)
Zhang et al.
MSE
0.0041
6
4d ago
Sideboard synthetic light field
Khan et al.
MSE
0.0089
6
4d ago
Piano synthetic light field
Shi et al.
Mean Squared Error (MSE)
0.0866
6
4d ago
Living Room synthetic light field
Differentiable Diffusion
MSE
0.2
6
4d ago
KITTI 2015 4x SR (test)
SSRDE-FNet (Estimated HR disparity)
EPE (Noc)
3.52
4
4d ago
KITTI 4x SR 2012 (test)
SSRDE-FNet (Estimated HR disparity)
EPE (Noc)
3.9
4
4d ago
KITTI scene flow 2015 (train)
Insta-DM
D1 Error (Background)
26.8
4
4d ago
M3ED (test)
Ours
MAE
0.813
3
4d ago
Enschede (test)
Ours (DFC fine-tuned)
MAE (px)
3.93
2
4d ago
EuroSDR-Vaihingen (test)
MonSter
MAE (px)
1.32
2
4d ago
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