OpenCodePapers
multiple-object-tracking-on-bdd100k-val
Multiple Object Tracking
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Paper
Code
mMOTA
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ModelName
ReleaseDate
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ByteTrack: Multi-Object Tracking by Associating Every Detection Box
✓ Link
45.5
54.8
55.7
51.5
ByteTrack
2021-10-13
Universal Instance Perception as Object Discovery and Retrieval
✓ Link
44.2
56.7
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UNINEXT-H
2023-03-12
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
✓ Link
43.6
56.5
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MOTRv2
2022-11-17
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking
✓ Link
42.1
54.3
51.3
52.2
QDTrack
2022-10-12
Contrastive Learning for Multi-Object Tracking with Transformers
✓ Link
41.7
52.9
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ContrasTR
2023-11-14
Towards Grand Unification of Object Tracking
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41.2
54.0
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Unicorn
2022-07-14
Tracking Every Thing in the Wild
✓ Link
39.1
53.3
50.8
52.9
TETer
2022-07-26
Quasi-Dense Similarity Learning for Multiple Object Tracking
✓ Link
36.6
50.8
47.8
48.5
QDTrack
2020-06-11
Tackling multiple object tracking with complicated motions—Re-designing the integration of motion and appearance
34.4
56.5
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Adaptive-searching -windows Tracker
2022-08-22