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SOTA Odometry benchmarks and papers with code | Wizwand
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Odometry
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
KITTI 2011 (sequences 0036, 0101, 0028, 0034, 0042, 0022, 0071, 0018, 0020, 0027, 0033, 0027, 0034, 0047)
SNN-InEKF
RTE
1.1
60
1mo ago
ICINS carried 1
LC-RIO-T
APE Mean Trans. (m)
0.695
14
27d ago
View-of-Delft (VoD) Mean
DNOI-4DRO
t_rel (Translation Error)
0.02
14
1mo ago
View-of-Delft (VoD) sequence 24
DNOI-4DRO
t_rel
0.03
14
1mo ago
View-of-Delft (VoD) sequence 22
DNOI-4DRO
t_rel Error
0.03
14
1mo ago
View-of-Delft (VoD) sequence 19
CAO-RONet
t_rel (Translation Error)
0.02
14
1mo ago
View-of-Delft (VoD) sequence 17
Full A-LOAM
t_rel (Translation Error)
0.02
14
1mo ago
View-of-Delft (VoD) sequence 09
DNOI-4DRO
t_rel (Translation Error)
0.02
14
1mo ago
View-of-Delft (VoD) sequence 04
DNOI-4DRO
Rel. Translation Error (t_rel)
2
14
1mo ago
Degenerate Scenarios Car-Mounted Platforms (vehicle_tunnel_0)
ALIVE-LIO
ATE (m)
53.05
13
13d ago
View-of-Delft (VoD) sequence 03
DNOI-4DRO
Rel. Translation Error (t_rel)
0.02
12
1mo ago
R3LIVE Average
PA-LVIO
End-to-End Error
0.29
11
1mo ago
R3LIVE (park1)
PA-LVIO
End-to-End Error
0.5
11
1mo ago
R3LIVE (park0)
FAST-LIVO2
End-to-End Error
0.04
11
1mo ago
R3LIVE (campus02)
FAST-LIVO2
End-to-End Error
0.01
11
1mo ago
R3LIVE (campus01)
PA-LVIO
End-to-End Error
0.66
11
1mo ago
R3LIVE campus00
PA-LVIO
End-to-End Error
0.1
11
1mo ago
R3LIVE main-building
PA-LVIO
End-to-End Error
0.06
11
1mo ago
NTU4DRadLM Oculii Eagle loop3
NTU4DRadLM baseline: GICP*
Relative Translation Error (trel)
3.22
11
1mo ago
NTU4DRadLM Oculii Eagle nyl
Gaussian (ours)
trel (%)
2.52
11
1mo ago
Boreas (test)
DRO-G
Translational Error (%)
0.26
8
1mo ago
KITTI Odometry Sequences (train)
R-VoxelMap
KITTI Seq 10 Error
0.732
8
1mo ago
Degenerate Scenarios Car-Mounted Platforms (Bridge_2)
ALIVE-LIO
ATE (m)
109.44
7
13d ago
Degenerate Scenarios Car-Mounted Platforms (HK-Whaompoa)
GenZ-ICP
ATE (m)
2.48
7
13d ago
EKF-RIO-TC Mean
LC-RIO-ET
APE Mean Translation
0.27
7
27d ago
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