Visual Object Tracking on LaSOT-ext

Metric: AUC (higher is better)

LeaderboardDataset

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Results

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#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	SAMURAI-L	61	No	SAMURAI: Adapting Segment Anything Model for Zer...	2024-11-18	Code
2	DAM4SAM	60.9	No	A Distractor-Aware Memory for Visual Object Trac...	2024-11-26	Code
3	LoRAT-L-378	56.6	No	Tracking Meets LoRA: Faster Training, Larger Mod...	2024-03-08	Code
4	LoRAT-g-378	56.5	No	Tracking Meets LoRA: Faster Training, Larger Mod...	2024-03-08	Code
5	UNINEXT-H	56.2	No	Universal Instance Perception as Object Discover...	2023-03-12	Code
6	MCITrack-L384	55.7	No	Exploring Enhanced Contextual Information for Vi...	2024-12-15	Code
7	RTracker-L	54.9	No	RTracker: Recoverable Tracking via PN Tree Struc...	2024-03-28	Code
8	MCITrack-B224	54.6	No	Exploring Enhanced Contextual Information for Vi...	2024-12-15	Code
9	ODTrack-L	53.9	No	ODTrack: Online Dense Temporal Token Learning fo...	2024-01-03	Code
10	ARTrackV2-L	53.4	No	ARTrackV2: Prompting Autoregressive Tracker Wher...	2023-12-28	Code
11	HIPTrack	53	No	HIPTrack: Visual Tracking with Historical Prompts	2023-11-03	Code
12	ARTrack-L	52.8	No	-	-	Code
13	DropTrack	52.7	No	DropMAE: Masked Autoencoders with Spatial-Attent...	2023-04-02	Code
14	ODTrack-B	52.4	No	ODTrack: Online Dense Temporal Token Learning fo...	2024-01-03	Code
15	SeqTrack-L384	50.7	No	Unified Sequence-to-Sequence Learning for Single...	2023-04-27	Code
16	OSTrack	50.6	No	Joint Feature Learning and Relation Modeling for...	2022-03-22	Code
17	KeepTrack	48.2	No	Learning Target Candidate Association to Keep Tr...	2021-03-30	Code
18	LTMU	41.4	No	High-Performance Long-Term Tracking with Meta-Up...	2020-04-01	Code