ML Research Wiki / Benchmarks / Visual Object Tracking / TNL2K

TNL2K

Visual Object Tracking Benchmark

Performance Over Time

📊 Showing 14 results | 📏 Metric: AUC

Top Performing Models

Rank Model Paper AUC Date Code
1 MCITrack-L384 Exploring Enhanced Contextual Information for Video-Level Object Tracking 65.30 2024-12-15 📦 kangben258/MCITrack
2 SPMTrack-G SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 64.70 2025-03-24 📦 wenruicai/spmtrack
3 SPMTrack-L SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 63.70 2025-03-24 📦 wenruicai/spmtrack
4 MCITrack-B224 Exploring Enhanced Contextual Information for Video-Level Object Tracking 62.90 2024-12-15 📦 kangben258/MCITrack
5 LoRAT-g-378 Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance 62.70 2024-03-08 📦 litinglin/lorat
6 LoRAT-L-378 Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance 62.30 2024-03-08 📦 litinglin/lorat
7 SPMTrack-B SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 62.00 2025-03-24 📦 wenruicai/spmtrack
8 ODTrack-L ODTrack: Online Dense Temporal Token Learning for Visual Tracking 61.70 2024-01-03 📦 gxnu-zhonglab/odtrack
9 ARTrackV2-L ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe 61.60 2023-12-28 📦 miv-xjtu/artrack
10 ODTrack-B ODTrack: Online Dense Temporal Token Learning for Visual Tracking 60.90 2024-01-03 📦 gxnu-zhonglab/odtrack

All Papers (14)

kangben258/MCITrack
wenruicai/spmtrack
wenruicai/spmtrack
kangben258/MCITrack
litinglin/lorat
litinglin/lorat
wenruicai/spmtrack
gxnu-zhonglab/odtrack
miv-xjtu/artrack
gxnu-zhonglab/odtrack
norahgreen/rtracker
chenxin-dlut/seqtrackv2
jimmy-dq/dropmae
wangxiao5791509/Single_Object_Tracking_Paper_List wangxiao5791509/TNL2K_evaluation_toolkit