Visual Object Tracking on TrackingNet

80개 결과 · ⬇ CSV · JSON

Accuracy

Rank	Model	Accuracy	Normalized Precision	Precision	Success Rate	AUC	Paper	Code	Year
1	MCITrack-L384	87.9	92.1	89.2	–	–	Exploring Enhanced Contextual Information for Video-Level Object Tracking	kangben258/MCITrack	2024
2	SPMTrack-G	87.3	91.4	88.1	–	–	SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking	wenruicai/spmtrack	2025
3	SPMTrack-L	86.9	91	87.2	–	–	SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking	wenruicai/spmtrack	2025
4	MCITrack-B224	86.3	90.9	86.1	–	–	Exploring Enhanced Contextual Information for Video-Level Object Tracking	kangben258/MCITrack	2024
5	ARTrackV2-L	86.1	90.4	86.2	–	–	ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe	miv-xjtu/artrack	2023
5	MixViT-L(ConvMAE)	86.1	90.3	86.0	–	–	MixFormer: End-to-End Tracking with Iterative Mixed Attention	MCG-NJU/MixFormer	2023
5	SPMTrack-B	86.1	90.2	85.6	–	–	SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking	wenruicai/spmtrack	2025
5	ODTrack-L	86.1	–	–	–	–	ODTrack: Online Dense Temporal Token Learning for Visual Tracking	gxnu-zhonglab/odtrack	2024
9	LoRAT-g-378	86.0	90.2	86.1	–	–	Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance	litinglin/lorat	2024
10	LoRAT-L-378	85.6	89.7	85.4	–	–	Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance	litinglin/lorat	2024
10	ARTrack-L	85.6	89.6	86.0	–	–	Autoregressive Visual Tracking	miv-xjtu/artrack	2023
12	SeqTrack-L384	85.5	89.8	85.8	–	–	Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking	chenxin-dlut/seqtrackv2	2023
13	UNINEXT-H	85.4	89.0	86.4	–	–	Universal Instance Perception as Object Discovery and Retrieval	MasterBin-IIAU/UNINEXT	2023
14	SAMURAI-L	85.3	–	–	–	–	SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory	yangchris11/samurai	2024
15	ODTrack-B	85.1	–	–	–	–	ODTrack: Online Dense Temporal Token Learning for Visual Tracking	gxnu-zhonglab/odtrack	2024
16	TATrack-L	85.0	89.3	84.5	–	–	Target-Aware Tracking with Long-term Context Attention	hekaijie123/TATrack	2023
17	HIPTrack	84.5	89.1	83.8	–	–	HIPTrack: Visual Tracking with Historical Prompts	wenruicai/hiptrack	2023
18	SwinTrack-B-384	84	88.2	83.2	–	–	SwinTrack: A Simple and Strong Baseline for Transformer Tracking	litinglin/swintrack	2021
19	MixFormer-L	83.9	88.9	83.1	–	–	MixFormer: End-to-End Tracking with Iterative Mixed Attention	MCG-NJU/MixFormer	2022
19	OSTrack-384	83.9	88.5	83.2	–	–	Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework	botaoye/ostrack	2022