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2D KITTI Tracking

2D Object Tracking for the KITTI MOT dataset.

HOTA KITTI CARLA
Ground Truth 100.00 100.00
Ground Truth (OC SORT) 93.84 92.93
Ground Truth (Strong SORT) 93.72 91.19
Ground Truth (Deep SORT) 85.55 82.49
Ground Truth (SORT) 84.62 82.11
3D Lidar
PermaTrack (OC-SORT) 76.50 -
Stereo Camera
CWIT 66.31 -
Single Camera
YOLOX (OC SORT) 53.78 60.40
YOLOX (Strong SORT) 54.30 59.60
YOLOX (Deep SORT) 52.82 56.97
YOLOX (SORT) 51.32 57.01
 
YOLO (OC SORT) 53.38 57.99
YOLO (Strong SORT) 55.17 59.49
YOLO (Deep SORT) 51.99 56.65
YOLO (SORT) 50.63 56.31

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2D Object Tracking for the KITTI MOT dataset.

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