Video on NT-VOT211

Metric: Precision (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Precision▼	Extra Data	Paper	Date↕	Code
1	ODTrack	55.8	No	ODTrack: Online Dense Temporal Token Learning fo...	2024-01-03	Code
2	KeepTrack	55.5	No	Learning Target Candidate Association to Keep Tr...	2021-03-30	Code
3	ProContEXT	54.5	No	ProContEXT: Exploring Progressive Context Transf...	2022-10-27	Code
4	Mixformer(ConvMAE)	54.2	No	MixFormer: End-to-End Tracking with Iterative Mi...	2022-03-21	Code
5	TATrack-L	53.94	No	Target-Aware Tracking with Long-term Context Att...	2023-02-27	Code
6	RTS	53.68	No	Robust Visual Tracking by Segmentation	2022-03-21	Code
7	AiATrack	53.47	No	AiATrack: Attention in Attention for Transformer...	2022-07-20	Code
8	OSTrack-384	53.06	No	Joint Feature Learning and Relation Modeling for...	2022-03-22	Code
9	ToMP-50	53.01	No	Transforming Model Prediction for Tracking	2022-03-21	Code
10	Neighbor- Track(OSTrack)	52.54	No	NeighborTrack: Improving Single Object Tracking ...	2022-11-12	Code
11	TransT	51.97	No	Transformer Tracking	2021-03-29	Code
12	SLT-TransT	51.7	No	Towards Sequence-Level Training for Visual Track...	2022-08-11	Code
13	ARTrack-L	51.64	No	-	-	Code
14	STARK	51.37	No	Learning Spatio-Temporal Transformer for Visual ...	2021-03-31	Code
15	TrDiMP	50.68	No	Transformer Meets Tracker: Exploiting Temporal C...	2021-03-22	Code
16	STMTrack	50.34	No	STMTrack: Template-free Visual Tracking with Spa...	2021-04-01	Code
17	DiMP-50	48.68	No	Learning Discriminative Model Prediction for Tra...	2019-04-15	Code
18	SiamBAN-ACM	48.31	No	Learning to Fuse Asymmetric Feature Maps in Siam...	2020-12-04	Code
19	KYS	48.13	No	Know Your Surroundings: Exploiting Scene Informa...	2020-03-24	Code
20	Unicorn	47.77	No	Towards Grand Unification of Object Tracking	2022-07-14	Code
21	E.T.Tracker	46.98	No	Efficient Visual Tracking with Exemplar Transfor...	2021-12-17	Code
22	Ocean	46.72	No	Ocean: Object-aware Anchor-free Tracking	2020-06-18	Code
23	SiamMask_E	46.57	No	Fast Visual Object Tracking with Rotated Boundin...	2019-07-08	Code
24	SiamMask	46.49	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
25	SiamDW	46.18	No	Deeper and Wider Siamese Networks for Real-Time ...	2019-01-07	Code
26	SiamRPN	44.04	No	-	-	Code
27	LightTrack	43.65	No	LightTrack: Finding Lightweight Neural Networks ...	2021-04-29	Code
28	SiamFC	40.81	No	Fully Convolutional Siamese Networks for Change ...	2018-10-19	Code
29	ADTrack	40.31	No	ADTrack: Target-Aware Dual Filter Learning for R...	2021-06-04	Code
30	CSRDCF	40.31	No	Learning Spatially Regularized Correlation Filte...	2016-08-19	-
31	Staple	39.12	No	Staple: Complementary Learners for Real-Time Tra...	2015-12-04	Code
32	DaSiamRPN	39.09	No	Distractor-aware Siamese Networks for Visual Obj...	2018-08-18	Code
33	Staple-CA	38.57	No	-	-	-
34	STRCF	36.18	No	Learning Spatial-Temporal Regularized Correlatio...	2018-03-23	Code
35	LDES	35.19	No	Robust Estimation of Similarity Transformation f...	2017-12-14	Code
36	BACF	35.05	No	Learning Background-Aware Correlation Filters fo...	2017-03-14	Code
37	MKCFup	34.94	No	High-speed Tracking with Multi-kernel Correlatio...	2018-06-17	-
38	KCF(HOG)	32.06	No	High-Speed Tracking with Kernelized Correlation ...	2014-04-30	Code
39	TRAS	30.64	No	Tracking-by-Trackers with a Distilled and Reinfo...	2020-07-08	Code
40	CN	29.14	No	-	-	-
41	CSK	26.51	No	High-Speed Tracking with Kernelized Correlation ...	2014-04-30	Code
42	MOSSE	25.29	No	-	-	-
43	DAT	21.6	No	-	-	-

#1ODTrackSOTA
55.8
Precision· 2024-01-03
ODTrack: Online Dense Temporal Token Learning for Visual Tracking Code
#2KeepTrackSOTA
55.5
Precision· 2021-03-30
Learning Target Candidate Association to Keep Track of What Not to Track Code
#3ProContEXT
54.5
Precision· 2022-10-27
ProContEXT: Exploring Progressive Context Transformer for Tracking Code
#4Mixformer(ConvMAE)
54.2
Precision· 2022-03-21
MixFormer: End-to-End Tracking with Iterative Mixed Attention Code
#5TATrack-L
53.94
Precision· 2023-02-27
Target-Aware Tracking with Long-term Context Attention Code
#6RTS
53.68
Precision· 2022-03-21
Robust Visual Tracking by Segmentation Code
#7AiATrack
53.47
Precision· 2022-07-20
AiATrack: Attention in Attention for Transformer Visual Tracking Code
#8OSTrack-384
53.06
Precision· 2022-03-22
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Code
#9ToMP-50
53.01
Precision· 2022-03-21
Transforming Model Prediction for Tracking Code
#10Neighbor- Track(OSTrack)
52.54
Precision· 2022-11-12
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets Code
#11TransTSOTA
51.97
Precision· 2021-03-29
Transformer Tracking Code
#12SLT-TransT
51.7
Precision· 2022-08-11
Towards Sequence-Level Training for Visual Tracking Code
#13ARTrack-L
51.64
Precision
No paperCode
#14STARK
51.37
Precision· 2021-03-31
Learning Spatio-Temporal Transformer for Visual Tracking Code
#15TrDiMPSOTA
50.68
Precision· 2021-03-22
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Code
#16STMTrack
50.34
Precision· 2021-04-01
STMTrack: Template-free Visual Tracking with Space-time Memory Networks Code
#17DiMP-50SOTA
48.68
Precision· 2019-04-15
Learning Discriminative Model Prediction for Tracking Code
#18SiamBAN-ACM
48.31
Precision· 2020-12-04
Learning to Fuse Asymmetric Feature Maps in Siamese Trackers Code
#19KYS
48.13
Precision· 2020-03-24
Know Your Surroundings: Exploiting Scene Information for Object Tracking Code
#20Unicorn
47.77
Precision· 2022-07-14
Towards Grand Unification of Object Tracking Code
#21E.T.Tracker
46.98
Precision· 2021-12-17
Efficient Visual Tracking with Exemplar Transformers Code
#22Ocean
46.72
Precision· 2020-06-18
Ocean: Object-aware Anchor-free Tracking Code
#23SiamMask_E
46.57
Precision· 2019-07-08
Fast Visual Object Tracking with Rotated Bounding Boxes Code
#24SiamMaskSOTA
46.49
Precision· 2018-12-12
Fast Online Object Tracking and Segmentation: A Unifying Approach Code
#25SiamDW
46.18
Precision· 2019-01-07
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Code
#26SiamRPN
44.04
Precision
No paperCode
#27LightTrack
43.65
Precision· 2021-04-29
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search Code
#28SiamFCSOTA
40.81
Precision· 2018-10-19
Fully Convolutional Siamese Networks for Change Detection Code
#29ADTrack
40.31
Precision· 2021-06-04
ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking Code
#30CSRDCFSOTA
40.31
Precision· 2016-08-19
Learning Spatially Regularized Correlation Filters for Visual Tracking
#31StapleSOTA
39.12
Precision· 2015-12-04
Staple: Complementary Learners for Real-Time Tracking Code
#32DaSiamRPN
39.09
Precision· 2018-08-18
Distractor-aware Siamese Networks for Visual Object Tracking Code
#33Staple-CA
38.57
Precision
No paper
#34STRCF
36.18
Precision· 2018-03-23
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Code
#35LDES
35.19
Precision· 2017-12-14
Robust Estimation of Similarity Transformation for Visual Object Tracking Code
#36BACF
35.05
Precision· 2017-03-14
Learning Background-Aware Correlation Filters for Visual Tracking Code
#37MKCFup
34.94
Precision· 2018-06-17
High-speed Tracking with Multi-kernel Correlation Filters
#38KCF(HOG)SOTA
32.06
Precision· 2014-04-30
High-Speed Tracking with Kernelized Correlation Filters Code
#39TRAS
30.64
Precision· 2020-07-08
Tracking-by-Trackers with a Distilled and Reinforced Model Code
#40CN
29.14
Precision
No paper
#41CSK
26.51
Precision· 2014-04-30
High-Speed Tracking with Kernelized Correlation Filters Code
#42MOSSE
25.29
Precision
No paper
#43DAT
21.6
Precision
No paper