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SotA/Computer Vision/Multi-Object Tracking

Multi-Object Tracking

72 benchmarks671 papers

Multi-Object Tracking is a task in computer vision that involves detecting and tracking multiple objects within a video sequence. The goal is to identify and locate objects of interest in each frame and then associate them across frames to keep track of their movements over time. This task is challenging due to factors such as occlusion, motion blur, and changes in object appearance, and is typically solved using algorithms that integrate object detection and data association techniques.

Benchmarks

Multi-Object Tracking on nuScenes

AMOTAMOTARecall

Multi-Object Tracking on MOT17

MOTAIDF1HOTAAssADetASpeed (FPS)e2e-MOT

Multi-Object Tracking on DanceTrack

HOTAIDF1AssAMOTADetA

Multi-Object Tracking on MOT20

MOTAIDF1HOTAAssASpeed (FPS)

Multi-Object Tracking on MOT16

MOTAIDF1IDs

Multi-Object Tracking on SportsMOT

HOTAIDF1AssADetAMOTA

Multi-Object Tracking on Waymo Open Dataset: Vehicle (Online Methods)

MOTA/L2MOTA/L1FP/L2

Multi-Object Tracking on JRDB

HOTA

Multi-Object Tracking on TAO

TETALocAAssocAClsATrack mAP

Multi-Object Tracking on Wildtrack

IDF1MOTA

Multi-Object Tracking on 2024 AI City Challenge

HOTADetAAssALocA

Multi-Object Tracking on MOTS20

sMOTSAIDF1IDs

Multi-Object Tracking on 2D MOT 2015

MOTAIDF1

Multi-Object Tracking on HiEve

MOTAIDF1

Multi-Object Tracking on PersonPath22

IDF1MOTA

Multi-Object Tracking on nuscenes Camera-Radar

AMOTA

Multi-Object Tracking on SeaDronesSee

MOTA

Multi-Object Tracking on Waymo Open Dataset

MOTA/L2

Multi-Object Tracking on 2DMOT15

MOTAIDF1

Multi-Object Tracking on MOT15

MOTAMOTP

Multi-Object Tracking on MultiviewX

IDF1MOTA

Multi-Object Tracking on UAVDT

IDF1MOTA

Multi-Object Tracking on BDD100K

TETAAssocAClsALocA

Multi-Object Tracking on MOT15_3D

MOTA

Multi-Object Tracking on Synthehicle

MOTA

Multi-Object Tracking on VisDrone2019

IDF1

Multi-Object Tracking on nuScenes Camera Only

AMOTA

Multi-Object Tracking on nuScenes LiDAR only

AMOTA