OpenCodePapers

visual-object-tracking-on-lasot-ext

Visual Object Tracking
Results over time
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PaperCodeAUCNormalized PrecisionPrecisionModelNameReleaseDate
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory✓ Link61.073.972.2SAMURAI-L2024-11-18
A Distractor-Aware Memory for Visual Object Tracking with SAM2✓ Link60.9DAM4SAM2024-11-26
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance✓ Link56.669.065.1LoRAT-L-3782024-03-08
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance✓ Link56.569.064.9LoRAT-g-3782024-03-08
Universal Instance Perception as Object Discovery and Retrieval✓ Link56.263.863.8UNINEXT-H2023-03-12
Exploring Enhanced Contextual Information for Video-Level Object Tracking✓ Link55.766.562.9MCITrack-L3842024-12-15
RTracker: Recoverable Tracking via PN Tree Structured Memory✓ Link54.965.562.7RTracker-L2024-03-28
Exploring Enhanced Contextual Information for Video-Level Object Tracking✓ Link54.665.762.1MCITrack-B2242024-12-15
ODTrack: Online Dense Temporal Token Learning for Visual Tracking✓ Link53.9ODTrack-L2024-01-03
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe✓ Link53.463.760.2ARTrackV2-L2023-12-28
HIPTrack: Visual Tracking with Historical Prompts✓ Link53.064.360.6HIPTrack2023-11-03
Autoregressive Visual Tracking✓ Link52.862.959.7ARTrack-L2023-01-01
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks✓ Link52.760.2DropTrack2023-04-02
ODTrack: Online Dense Temporal Token Learning for Visual Tracking✓ Link52.4ODTrack-B2024-01-03
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking✓ Link50.761.657.5SeqTrack-L3842023-04-27
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework✓ Link50.661.357.6OSTrack2022-03-22
Learning Target Candidate Association to Keep Track of What Not to Track✓ Link48.2KeepTrack2021-03-30
High-Performance Long-Term Tracking with Meta-Updater✓ Link41.449.947.3LTMU2020-04-01
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