Object Tracking on NT-VOT211

Metric: AUC (higher is better)

LeaderboardDataset

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Results

#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	ProContEXT	40.1	No	ProContEXT: Exploring Progressive Context Transf...	2022-10-27	Code
2	ODTrack	39.6	No	ODTrack: Online Dense Temporal Token Learning fo...	2024-01-03	Code
3	KeepTrack	39.59	No	Learning Target Candidate Association to Keep Tr...	2021-03-30	Code
4	TATrack-L	39.29	No	Target-Aware Tracking with Long-term Context Att...	2023-02-27	Code
5	ToMP-50	39.25	No	Transforming Model Prediction for Tracking	2022-03-21	Code
6	Mixformer(ConvMAE)	39.23	No	MixFormer: End-to-End Tracking with Iterative Mi...	2022-03-21	Code
7	AiATrack	38.91	No	AiATrack: Attention in Attention for Transformer...	2022-07-20	Code
8	OSTrack-384	38.59	No	Joint Feature Learning and Relation Modeling for...	2022-03-22	Code
9	Neighbor- Track(OSTrack)	38.32	No	NeighborTrack: Improving Single Object Tracking ...	2022-11-12	Code
10	STARK	38.26	No	Learning Spatio-Temporal Transformer for Visual ...	2021-03-31	Code
11	SLT-TransT	37.22	No	Towards Sequence-Level Training for Visual Track...	2022-08-11	Code
12	STMTrack	36.84	No	STMTrack: Template-free Visual Tracking with Spa...	2021-04-01	Code
13	TransT	36.79	No	Transformer Tracking	2021-03-29	Code
14	TrDiMP	36.66	No	Transformer Meets Tracker: Exploiting Temporal C...	2021-03-22	Code
15	RTS	36.2	No	Robust Visual Tracking by Segmentation	2022-03-21	Code
16	KYS	36.02	No	Know Your Surroundings: Exploiting Scene Informa...	2020-03-24	Code
17	ARTrack-L	35.92	No	-	-	Code
18	DiMP-50	35.89	No	Learning Discriminative Model Prediction for Tra...	2019-04-15	Code
19	SiamBAN-ACM	35.8	No	Learning to Fuse Asymmetric Feature Maps in Siam...	2020-12-04	Code
20	SiamMask_E	35.22	No	Fast Visual Object Tracking with Rotated Boundin...	2019-07-08	Code
21	SiamDW	35.18	No	Deeper and Wider Siamese Networks for Real-Time ...	2019-01-07	Code
22	SiamMask	35.14	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
23	Unicorn	34.52	No	Towards Grand Unification of Object Tracking	2022-07-14	Code
24	E.T.Tracker	34.38	No	Efficient Visual Tracking with Exemplar Transfor...	2021-12-17	Code
25	SiamRPN	33.92	No	-	-	Code
26	Ocean	32.86	No	Ocean: Object-aware Anchor-free Tracking	2020-06-18	Code
27	LightTrack	32.85	No	LightTrack: Finding Lightweight Neural Networks ...	2021-04-29	Code
28	SiamFC	32.62	No	Fully Convolutional Siamese Networks for Change ...	2018-10-19	Code
29	ADTrack	31.82	No	ADTrack: Target-Aware Dual Filter Learning for R...	2021-06-04	Code
30	CSRDCF	31.59	No	Learning Spatially Regularized Correlation Filte...	2016-08-19	-
31	Staple	31.29	No	Staple: Complementary Learners for Real-Time Tra...	2015-12-04	Code
32	DaSiamRPN	31.12	No	Distractor-aware Siamese Networks for Visual Obj...	2018-08-18	Code
33	Staple-CA	30.68	No	-	-	-
34	MKCFup	28.04	No	High-speed Tracking with Multi-kernel Correlatio...	2018-06-17	-
35	STRCF	27.86	No	Learning Spatial-Temporal Regularized Correlatio...	2018-03-23	Code
36	LDES	27.72	No	Robust Estimation of Similarity Transformation f...	2017-12-14	Code
37	BACF	26.29	No	Learning Background-Aware Correlation Filters fo...	2017-03-14	Code
38	KCF(HOG)	24.1	No	High-Speed Tracking with Kernelized Correlation ...	2014-04-30	Code
39	TRAS	23.58	No	Tracking-by-Trackers with a Distilled and Reinfo...	2020-07-08	Code
40	CN	23.09	No	-	-	-
41	CSK	21.31	No	High-Speed Tracking with Kernelized Correlation ...	2014-04-30	Code
42	MOSSE	19.55	No	-	-	-
43	DAT	17.52	No	-	-	-