Multi-Object Tracking and Segmentation on BDD100K val

Metric: mMOTSA (higher is better)

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#	Model↕	mMOTSA▼	Extra Data	Paper	Date↕	Code
1	UNINEXT-H	35.7	No	Universal Instance Perception as Object Discover...	2023-03-12	Code
2	Unicorn	29.6	No	Towards Grand Unification of Object Tracking	2022-07-14	Code
3	PCAN	27.4	No	Prototypical Cross-Attention Networks for Multip...	2021-06-22	Code
4	QDTrack-mots-fix	23.5	No	Prototypical Cross-Attention Networks for Multip...	2021-06-22	Code
5	QDTrack-mots	22.5	No	Prototypical Cross-Attention Networks for Multip...	2021-06-22	Code
6	MaskTrackRCNN	12.3	No	Prototypical Cross-Attention Networks for Multip...	2021-06-22	Code
7	STEm-Seg	12.2	No	Prototypical Cross-Attention Networks for Multip...	2021-06-22	Code
8	SortIoU	10.3	No	Prototypical Cross-Attention Networks for Multip...	2021-06-22	Code

#1UNINEXT-HSOTA
35.7
mMOTSA· 2023-03-12
Universal Instance Perception as Object Discovery and Retrieval Code
#2UnicornSOTA
29.6
mMOTSA· 2022-07-14
Towards Grand Unification of Object Tracking Code
#3PCANSOTA
27.4
mMOTSA· 2021-06-22
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Code
#4QDTrack-mots-fix
23.5
mMOTSA· 2021-06-22
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Code
#5QDTrack-mots
22.5
mMOTSA· 2021-06-22
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Code
#6MaskTrackRCNN
12.3
mMOTSA· 2021-06-22
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Code
#7STEm-Seg
12.2
mMOTSA· 2021-06-22
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Code
#8SortIoU
10.3
mMOTSA· 2021-06-22
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Code