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SOTA Radar Odometry benchmarks and papers with code | Wizwand
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Radar Odometry
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Snail-Radar Oculii Eagle (if_20231213_5)
NDT baseline
Relative Translation Error (t_rel)
3.15
6
2mo ago
Snail-Radar Oculii Eagle (if_20231213_4)
Gaussian (ours)
t_rel (%)
2.33
6
2mo ago
Snail-Radar Oculii Eagle (iaf_20231213_3)
Gaussian (ours)
Relative Translation Error (t_rel)
2.74
6
2mo ago
Snail-Radar Oculii Eagle (iaf_20231213_2)
NDT baseline
Relative Translation Error (%)
2.04
6
2mo ago
Snail-Radar Oculii Eagle (st_20231213_1)
Gaussian (ours)
Relative Translation Error (t_rel)
3.44
6
2mo ago
Self-collected Campus Dataset (Mean)
Super4DR
RPE (m)
0.521
6
3mo ago
Self-collected Campus Dataset Parking2 sequence (234m)
Super4DR
RPE (m)
0.626
6
3mo ago
Self-collected Campus Dataset Straight sequence (205m)
Super4DR
RPE (m)
0.542
6
3mo ago
Self-collected Campus Dataset Building2 sequence (370m)
Super4DR
RPE (m)
0.477
6
3mo ago
Self-collected Campus Dataset Gym sequence (300m)
Super4DR
RPE (m)
0.44
6
3mo ago
Snail-Radar ARS548 (if_20231213_5)
VGICP baseline
t_rel (%)
2.12
5
2mo ago
Snail-Radar ARS548 (if_20231213_4)
Gaussian (ours)
Relative Translation Error (t_rel)
2.14
5
2mo ago
Snail-Radar ARS548 (iaf_20231213_3)
Gaussian (ours)
Relative Translation Error (t_rel)
2.55
5
2mo ago
Snail-Radar ARS548 (iaf_20231213_2)
VGICP baseline
Relative Translation Error (t_rel)
2.57
5
2mo ago
Snail-Radar ARS548 (st_20231213_1)
GICP baseline
t_rel (%)
1.69
5
2mo ago
GO Dataset (Route 4)
Radar-KISSICP
Average Translation Error
1.67
4
1mo ago
GO Dataset Route 3
Radar-IMU
Average Translation Error
2.89
4
1mo ago
GO Dataset Route 1
Radar-IMU
Average Translation Error
1.06
4
1mo ago
MulRan
ORORA
Avg Translation Error
52.2
2
1mo ago
Oxford
CFEAR
Average Translation Error
1.5
2
1mo ago
Boreas
CFEAR
Avg. Trans. Error
1.79
1
1mo ago
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