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SAM2MOT
|
SAM2MOT: A Novel Paradigm of Multi-Object Trackin…
|
75.90
|
2025-04-06
|
|
|
MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)
|
Multiple Object Tracking as ID Prediction
|
73.70
|
2024-03-25
|
|
|
MOTRv2
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MOTRv2: Bootstrapping End-to-End Multi-Object Tra…
|
73.40
|
2022-11-17
|
|
|
MOTIP (Deformable DETR, with CrowdHuman)
|
Multiple Object Tracking as ID Prediction
|
71.40
|
2024-03-25
|
|
|
MOTIP (DAB-Deformable DETR)
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Multiple Object Tracking as ID Prediction
|
70.00
|
2024-03-25
|
|
|
CO-MOT
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Bridging the Gap Between End-to-end and Non-End-t…
|
69.40
|
2023-05-22
|
|
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CAMELTrack (fully online)
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CAMELTrack: Context-Aware Multi-cue ExpLoitation …
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69.30
|
2025-05-02
|
|
|
MeMOTR
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MeMOTR: Long-Term Memory-Augmented Transformer fo…
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68.50
|
2023-07-28
|
|
|
MOTIP (Deformable DETR)
|
Multiple Object Tracking as ID Prediction
|
67.50
|
2024-03-25
|
|
|
MT_IOT
|
Multiple Object Tracking Challenge Technical Repo…
|
66.66
|
2022-12-07
|
|
|
AED
|
Associate Everything Detected: Facilitating Track…
|
66.60
|
2024-09-14
|
|
|
IMM-JHSE
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One Homography is All You Need: IMM-based Joint H…
|
66.24
|
2024-09-04
|
|
|
Hybrid-SORT-ReID
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Hybrid-SORT: Weak Cues Matter for Online Multi-Ob…
|
65.70
|
2023-08-01
|
|
|
UCMCTrack
|
UCMCTrack: Multi-Object Tracking with Uniform Cam…
|
63.60
|
2023-12-14
|
|
|
MeMOTR (Deformable DETR)
|
MeMOTR: Long-Term Memory-Augmented Transformer fo…
|
63.40
|
2023-07-28
|
|
|
DeepMoveSORT
|
Engineering an Efficient Object Tracker for Non-L…
|
63.00
|
2024-06-30
|
|
|
Hybrid-SORT
|
Hybrid-SORT: Weak Cues Matter for Online Multi-Ob…
|
62.20
|
2023-08-01
|
|
|
C-TWiX
|
Learning Data Association for Multi-Object Tracki…
|
62.10
|
2024-03-12
|
|
|
Deep OC-SORT
|
Deep OC-SORT: Multi-Pedestrian Tracking by Adapti…
|
61.30
|
2023-02-23
|
|
|
C-BIoU
|
Hard to Track Objects with Irregular Motions and …
|
60.60
|
2022-11-24
|
|
|
MotionTrack
|
MotionTrack: Learning Motion Predictor for Multip…
|
58.20
|
2023-06-05
|
|
|
ETTrack
|
ETTrack: Enhanced Temporal Motion Predictor for M…
|
56.40
|
2024-05-24
|
|
|
MoveSORT
|
Beyond Kalman Filters: Deep Learning-Based Filter…
|
56.10
|
2024-02-15
|
|
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MambaMOT
|
MambaMOT: State-Space Model as Motion Predictor f…
|
56.10
|
2024-03-16
|
|
|
Fast-StrongSORT
|
When to Extract ReID Features: A Selective Approa…
|
55.90
|
2024-09-10
|
|
|
SparseTrack
|
SparseTrack: Multi-Object Tracking by Performing …
|
55.70
|
2023-06-08
|
|
|
OC-SORT
|
Observation-Centric SORT: Rethinking SORT for Rob…
|
55.10
|
2022-03-27
|
|
|
MOTR
|
MOTR: End-to-End Multiple-Object Tracking with Tr…
|
54.20
|
2021-05-07
|
|
|
FCG
|
Multiple Object Tracking from appearance by hiera…
|
48.70
|
2022-10-07
|
|
|
ByteTrack
|
ByteTrack: Multi-Object Tracking by Associating E…
|
47.10
|
2021-10-13
|
|
|
QDTrack
|
Quasi-Dense Similarity Learning for Multiple Obje…
|
45.70
|
2020-06-11
|
|
|
TransTrack
|
TransTrack: Multiple Object Tracking with Transfo…
|
45.70
|
2020-12-31
|
|
|
TraDes
|
Track to Detect and Segment: An Online Multi-Obje…
|
43.30
|
2021-03-16
|
|
|
CenterTrack
|
Tracking Objects as Points
|
41.80
|
2020-04-02
|
|
|
FairMOT
|
FairMOT: On the Fairness of Detection and Re-Iden…
|
39.70
|
2020-04-04
|
|