UAV123

Overview edit

Variants: UAV123

Associated Benchmarks

This dataset is used in 1 benchmark:

• Visual Object Tracking - Metrics: AUC, Precision

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking (2025) -
• Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance (2024) -
• ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe (2023) -
• HIPTrack: Visual Tracking with Historical Prompts (2023) -
• Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking (2023) -
• NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets (2022) -
• AiATrack: Attention in Attention for Transformer Visual Tracking (2022) -
• Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework (2022) -
• MixFormer: End-to-End Tracking with Iterative Mixed Attention (2022) -
• Target Transformed Regression for Accurate Tracking (2021) -
• Learning Target Candidate Association to Keep Track of What Not to Track (2021) -
• Tracking-by-Trackers with a Distilled and Reinforced Model (2020) -
• How to Train Your Energy-Based Model for Regression (2020) -
• Energy-Based Models for Deep Probabilistic Regression (2019) -