OpenCodePapers

visual-object-tracking-on-needforspeed

Visual Object Tracking
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAUCModelNameReleaseDate
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory✓ Link0.692SAMURAI-L2024-11-18
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe✓ Link0.684ARTrackV2-L2023-12-28
Improving Visual Object Tracking through Visual Prompting✓ Link0.682PiVOT-L2024-09-27
HIPTrack: Visual Tracking with Historical Prompts✓ Link0.681HIPTrack2023-11-03
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance✓ Link0.681LoRAT-g-3782024-03-08
AiATrack: Attention in Attention for Transformer Visual Tracking✓ Link0.679AiATrack2022-07-20
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking✓ Link0.674SPMTrack-B2025-03-24
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance✓ Link0.667LoRAT-L-3782024-03-08
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking✓ Link0.662SeqTrack-L3842023-04-27
How to Train Your Energy-Based Model for Regression✓ Link0.65DiMP-NCE+2020-05-04