KITTI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
KITTI 2015 (test)
0.083Abs Rel
2
KITTI ±0.2m, ±20° noise (test)
1.8Euclidean Translation Error (cm)
2
KITTI ±0.25m, ±10° noise (test)
1.8Translational Error (cm)
2
KITTI (anchor) vs. {Virtual KITTI 2 (synthetic), Stanford Cars (real)} (1,000 images test)
0.494VKITTI2 Synth Metric
2
KITTI Pedestrian category AP40 (val)
5.19AP BEV (Easy)
2
KITTI
11.8absRel
2
KITTI-360
44.9mIoU
2
KITTI w/o seq. 19
4.372ATE (Translation)
2
Kitti 00
1.257Objective Value
2
Kitti 05
2.765Objective Value
2
KITTI Average across sequences
27.32ATE Max (cm)
2
KITTI
0.066Depth Aff-inv REL
2
KITTI (19)
48.55MOTA
2
KITTI (16)
48.68MOTA
2
KITTI (test val)
77.91SSIM (t+1)
2
KITTI (test)
0.048AbsRel
2
KITTI (Sequence 06)
0.012Rotation Error (eR)
2
KITTI (Sequence 02)
0.018Rotation Error
2
KITTI (test)
84.2mIOU
2
KITTI odometry all frames
125.09ATE Seq 01 (KITTI)
2
KITTI odometry keyframes
117.06ATE (Seq 01)
2
nuScenes to KITTI, 10 classes (val)
79.03mIoU
2
KITTI Synth4D to KITTI, 7 classes (val)
83.25mIoU
2
KITTI to Cityscapes
6.43D-ECE
2
KITTI (in-domain)
7.79D-ECE
2