ML Research Wiki / Benchmarks / Object Tracking / FE108

FE108

Object Tracking Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: Success Rate

Top Performing Models

Rank Model Paper Success Rate Date Code
1 HR-MonTrack-Base Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers 68.50 2023-07-09 📦 zhu-zhiyu/nvs_solver 📦 ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
2 HR-MonTrack-Tiny Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers 66.30 2023-07-09 📦 zhu-zhiyu/nvs_solver 📦 ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
3 Multi-modal Object Tracking by Jointly Exploiting Frame and Event Domain 63.40 2021-09-19 📦 Jee-King/ICCV2021_Event_Frame_Tracking 📦 xinli-zn/informative-tracking-benchmark
4 PrDiMP Probabilistic Regression for Visual Tracking 59.00 2020-03-27 📦 open-mmlab/mmtracking 📦 visionml/pytracking
5 DiMP Learning Discriminative Model Prediction for Tracking 57.10 2019-04-15 📦 visionml/pytracking 📦 martin-danelljan/ECO
6 ATOM ATOM: Accurate Tracking by Overlap Maximization 46.50 2018-11-19 📦 visionml/pytracking 📦 martin-danelljan/ECO 📦 martin-danelljan/Continuous-ConvOp 📦 xuefeng-zhu5/cdaat
7 KYS Know Your Surroundings: Exploiting Scene Information for Object Tracking 26.60 2020-03-24 📦 visionml/pytracking

All Papers (7)

zhu-zhiyu/nvs_solver ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
zhu-zhiyu/nvs_solver ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
Jee-King/ICCV2021_Event_Frame_Tracking xinli-zn/informative-tracking-benchmark
open-mmlab/mmtracking visionml/pytracking
visionml/pytracking martin-danelljan/ECO
visionml/pytracking martin-danelljan/ECO
visionml/pytracking