[CVPR 2022 Oral & TPAMI 2024] MixFormer: End-to-End Tracking with Iterative Mixed Attention

[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

Paper list for single object tracking (State-of-the-art SOT trackers)

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on…

[CVPR21] LightTrack: Finding Lightweight Neural Network for Object Tracking via One-Shot Architecture Search

[ECCV 2022] Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

The Winner and Runner-up Trackers for VOT-2019 Challenges

Learning the Model Update for Siamese Trackers (ICCV 2019)

Single object tracking and segmentation.

The official VOT Challenge evaluation and analysis toolkit

[ECCV'22 Oral] Towards Grand Unification of Object Tracking

本仓库基于 Intel OpenVINO Toolkit 部署 LightTrack 跟踪算法，包含 Python、C++ 两种语言的推理代码.

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

Noise Aware OSTrack

PyTorch implementation of paper "ARTrack" and "ARTrackV2"

[ICCV 2023] Robust Object Modeling for Visual Tracking, Official Implementation

[CVPR 2023 workshop] NeighborTrack: Single Object Tracking by Bipartite Matching With Neighbor Tracklets and Its Applications to Sports

[NeurIPS 2023] MixFormerV2: Efficient Fully Transformer Tracking

[IEEE TMM 2025] CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras

The official implementation for the paper [ODTrack: Online Dense Temporal Token Learning for Visual Tracking].

TransMDOT

[AAAI2025] SUTrack: Towards Simple and Unified Single Object Tracking