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Spring: L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart

RobustSpring: V. Oei, J. Schmalfuss, L. Mehl, M. Bartsch, S. Agnihotri, M. Keuper, A. Bulling, A. Bruhn — University of Stuttgart, University of Mannheim, MPI for Informatics

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RoCo-19-DEFOM2K-DPFlow

Sept. 3, 2026, 6:01 a.m.  —  Public

 

 

Scene Flow

1px
total
1px
low-detail
1px
high-detail
1px
matched
1px
unmatched
1px
rigid
1px
non-rigid
1px
not sky
1px
sky
1px
s0-10
1px
s10-40
1px
s40+
18.127 17.486 49.671 15.312 54.494 14.854 42.886 15.712 54.825 13.412 11.642 40.199
 
SF
total
SF
low-detail
SF
high-detail
SF
matched
SF
unmatched
1px
rigid
1px
non-rigid
SF
not sky
SF
sky
SF
s0-10
SF
s10-40
SF
s40+
5.843 5.645 15.596 3.928 30.582 4.964 12.497 5.339 13.512 4.333 5.008 9.638

Disparity 1

1px
total
1px
low-detail
1px
high-detail
1px
matched
1px
unmatched
1px
not sky
1px
sky
1px
s0-10
1px
s10-40
1px
s40+
11.179 10.886 28.861 9.603 42.478 8.592 50.500 13.376 8.796 14.127
 
Abs
total
Abs
low-detail
Abs
high-detail
Abs
matched
Abs
unmatched
Abs
not sky
Abs
sky
Abs
s0-10
Abs
s10-40
Abs
s40+
0.671 0.654 1.644 0.505 3.959 0.547 2.545 0.767 0.540 0.879
 
D1
total
D1
low-detail
D1
high-detail
D1
matched
D1
unmatched
D1
not sky
D1
sky
D1
s0-10
D1
s10-40
D1
s40+
3.763 3.723 6.189 2.791 23.065 3.339 10.205 3.617 4.340 2.319

Disparity 2

1px
total
1px
low-detail
1px
high-detail
1px
matched
1px
unmatched
1px
not sky
1px
sky
1px
s0-10
1px
s10-40
1px
s40+
11.827 11.522 30.156 9.834 44.351 9.232 51.260 13.763 9.245 15.855
 
Abs
total
Abs
low-detail
Abs
high-detail
Abs
matched
Abs
unmatched
Abs
not sky
Abs
sky
Abs
s0-10
Abs
s10-40
Abs
s40+
0.943 0.925 2.035 0.623 6.165 0.789 3.284 0.970 0.790 1.347
 
D2
total
D2
low-detail
D2
high-detail
D2
matched
D2
unmatched
D2
not sky
D2
sky
D2
s0-10
D2
s10-40
D2
s40+
4.314 4.267 7.149 3.034 25.209 3.889 10.777 3.981 4.736 3.686

Optical Flow

1px
total
1px
low-detail
1px
high-detail
1px
matched
1px
unmatched
1px
rigid
1px
non-rigid
1px
not sky
1px
sky
1px
s0-10
1px
s10-40
1px
s40+
7.658 7.341 57.556 6.970 36.128 4.934 28.268 7.794 5.588 1.783 9.506 51.801
 
EPE
total
EPE
low-detail
EPE
high-detail
EPE
matched
EPE
unmatched
EPE
rigid
EPE
non-rigid
EPE
not sky
EPE
sky
EPE
s0-10
EPE
s10-40
EPE
s40+
0.631 0.605 4.732 0.517 5.353 0.307 3.083 0.633 0.599 0.187 0.662 4.260
 
Fl
total
Fl
low-detail
Fl
high-detail
Fl
matched
Fl
unmatched
Fl
rigid
Fl
non-rigid
Fl
not sky
Fl
sky
Fl
s0-10
Fl
s10-40
Fl
s40+
1.778 1.651 21.912 1.459 15.010 0.964 7.944 1.710 2.813 0.816 2.716 7.293
 
WAUC
total
WAUC
low-detail
WAUC
high-detail
WAUC
matched
WAUC
unmatched
WAUC
rigid
WAUC
non-rigid
WAUC
not sky
WAUC
sky
WAUC
s0-10
WAUC
s10-40
WAUC
s40+
90.072 90.330 49.400 90.675 65.147 92.347 72.859 90.008 91.046 96.323 82.131 59.265
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
color visualization of disparity 2
Disparity 2 visualization
grayscale visualization of disparity 2 error
Disparity 2 error
color visualization of optical flow
Flow visualization
grayscale visualization of optical flow error
Flow error
grayscale visualization of optical flow error
Scene flow error
Error visualization color code
blue to white to red error visualization color code