OpenCodePapers

visual-object-tracking-on-uav123

Visual Object Tracking
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeAUCPrecisionModelNameReleaseDate
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance✓ Link0.739LoRAT-g-3782024-03-08
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets✓ Link0.7250.9337NeighborTrack-OSTrack2022-11-12
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance✓ Link0.725LoRAT-L-3782024-03-08
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe✓ Link0.717ARTrackV2-L2023-12-28
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking✓ Link0.717SPMTrack-B2025-03-24
Autoregressive Visual Tracking✓ Link0.712ARTrack-L2023-01-01
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework✓ Link0.707OSTrack -3842022-03-22
AiATrack: Attention in Attention for Transformer Visual Tracking✓ Link0.706AiATrack2022-07-20
HIPTrack: Visual Tracking with Historical Prompts✓ Link0.705HIPTrack2023-11-03
MixFormer: End-to-End Tracking with Iterative Mixed Attention✓ Link0.7040.918MixFormer2022-03-21
Learning Target Candidate Association to Keep Track of What Not to Track✓ Link0.697KeepTrack2021-03-30
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking✓ Link0.685SeqTrack-L3842023-04-27
Tracking-by-Trackers with a Distilled and Reinforced Model✓ Link0.6790.873TRASFUST2020-07-08
Energy-Based Models for Deep Probabilistic Regression✓ Link0.672ATOM(Resnet18)+EnergyRegression2019-09-26
How to Train Your Energy-Based Model for Regression✓ Link0.672DiMP-NCE+2020-05-04
Target Transformed Regression for Accurate Tracking✓ Link0.6690.884TREG2021-04-01
Check out how to contribute new results.