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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
4mo ago
FusionPortable V2 (All sequences)
LXD-SLAM
RMSE
0.069
54
26d ago
GEODE various sequences
EllipseLIO
APE RMSE
0.09
44
2mo ago
Handheld
AC-LIO
End-to-End Error
0.138
28
1mo ago
Botanic Garden
AC-LIO
APE RMSE
0.175
28
1mo ago
GRACO aerial-01 to aerial-08
EllipseLIO
APE RMSE
0.07
27
2mo ago
MCD
SLICT
RMSE (ATE)
0.168
19
1mo ago
WHU-Helmet
FAST-LIO2
RMSE (ATE)
0.208
17
1mo ago
NTU-VIRAL sbs03
LXD-SLAM
ATE RMSE (m)
0.037
16
26d ago
NTU-VIRAL sbs02
LXD-SLAM
ATE RMSE (m)
0.042
16
26d ago
NTU-VIRAL sbs01
LXD-SLAM
ATE RMSE (m)
0.037
16
26d ago
NTU-VIRAL nya03
LXD-SLAM
ATE RMSE (m)
0.03
16
26d ago
NTU-VIRAL nya02
LXD-SLAM
ATE RMSE (m)
0.03
16
26d ago
NTU-VIRAL nya01
LXD-SLAM
ATE RMSE (m)
0.033
16
26d ago
NTU-VIRAL eee03
LXD-SLAM
ATE RMSE (m)
0.033
16
26d ago
Spot SlopeStair
GaRLILEO
Absolute Pose Error (Translation) [m]
2.359
16
25d ago
ICINS carried 1
LC-RIO-T
APE Mean Trans. (m)
0.695
14
4mo ago
Spot Downstair
GaRLILEO
APE Translation (m)
3.916
14
25d ago
Spot CorriLoop
Vel. IEKF
APE Trans (m)
1.198
14
25d ago
Spot BiCorridor
GaRLILEO
Absolute Pose Error (Translation) [m]
1.425
14
25d ago
Spot Atrium
GaRLILEO
APE (m)
0.816
14
25d ago
View-of-Delft (VoD) Mean
DNOI-4DRO
t_rel (Translation Error)
0.02
14
4mo ago
View-of-Delft (VoD) sequence 24
DNOI-4DRO
t_rel
0.03
14
4mo ago
View-of-Delft (VoD) sequence 22
DNOI-4DRO
t_rel Error
0.03
14
4mo ago
View-of-Delft (VoD) sequence 19
CAO-RONet
t_rel (Translation Error)
0.02
14
4mo ago
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