OpenCodePapers
visual-object-tracking-on-tnl2k
Visual Object Tracking
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Paper
Code
AUC
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precision
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Normalized Precision
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ModelName
ReleaseDate
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Exploring Enhanced Contextual Information for Video-Level Object Tracking
✓ Link
65.3
MCITrack-L384
2024-12-15
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
✓ Link
64.7
70.6
82.6
SPMTrack-G
2025-03-24
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
✓ Link
63.7
69.2
81.5
SPMTrack-L
2025-03-24
Exploring Enhanced Contextual Information for Video-Level Object Tracking
✓ Link
62.9
MCITrack-B224
2024-12-15
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance
✓ Link
62.7
67.8
LoRAT-g-378
2024-03-08
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance
✓ Link
62.3
67.0
LoRAT-L-378
2024-03-08
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
✓ Link
62.0
66.7
79.7
SPMTrack-B
2025-03-24
ODTrack: Online Dense Temporal Token Learning for Visual Tracking
✓ Link
61.7
ODTrack-L
2024-01-03
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe
✓ Link
61.6
ARTrackV2-L
2023-12-28
ODTrack: Online Dense Temporal Token Learning for Visual Tracking
✓ Link
60.9
ODTrack-B
2024-01-03
RTracker: Recoverable Tracking via PN Tree Structured Memory
✓ Link
60.6
63.7
RTracker-L
2024-03-28
Autoregressive Visual Tracking
✓ Link
60.3
ARTrack-L
2023-01-01
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
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57.8
SeqTrack-L384
2023-04-27
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57.4
58.4
MixFormerV2-B
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks
✓ Link
56.9
57.9
DropTrack
2023-04-02
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark
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0.42|0.50|0.42
AdaSwitcher
2021-03-31