ML Research Wiki / Benchmarks / Object Tracking / COESOT

COESOT

Object Tracking Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: Success Rate

Top Performing Models

Rank Model Paper Success Rate Date Code
1 HR-CEUTrack-Large Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers 65.00 2023-07-09 📦 zhu-zhiyu/nvs_solver 📦 ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
2 HR-CEUTrack-Base Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers 63.20 2023-07-09 📦 zhu-zhiyu/nvs_solver 📦 ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
3 CEUTrack-Large Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric 62.80 2022-11-20 📦 wangxiao5791509/VisEvent_SOT_Benchmark 📦 event-ahu/coesot
4 CEUTrack-Base Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric 62.00 2022-11-20 📦 wangxiao5791509/VisEvent_SOT_Benchmark 📦 event-ahu/coesot
5 SiamR-CNN Siam R-CNN: Visual Tracking by Re-Detection 60.90 2019-11-28 📦 VisualComputingInstitute/SiamR-CNN
6 TransT Transformer Tracking 60.50 2021-03-29 📦 chenxin-dlut/TransT
7 TrDiMP Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking 60.10 2021-03-22 📦 594422814/TransformerTrack
8 KeepTrack Learning Target Candidate Association to Keep Track of What Not to Track 59.60 2021-03-30 📦 visionml/pytracking
9 AiATrack AiATrack: Attention in Attention for Transformer Visual Tracking 59.00 2022-07-20 📦 Little-Podi/AiATrack
10 OSTrack Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework 59.00 2022-03-22 📦 botaoye/ostrack

All Papers (11)

zhu-zhiyu/nvs_solver ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
zhu-zhiyu/nvs_solver ZHU-Zhiyu/High-Rank_RGB-Event_Tracker
wangxiao5791509/VisEvent_SOT_Benchmark event-ahu/coesot
wangxiao5791509/VisEvent_SOT_Benchmark event-ahu/coesot
VisualComputingInstitute/SiamR-CNN
chenxin-dlut/TransT
594422814/TransformerTrack
visionml/pytracking
Little-Podi/AiATrack
botaoye/ostrack
visionml/pytracking