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Visual Tracking
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GTOT
Visual Tracking on GTOT
Metric: Precision (higher is better)
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Model name (A→Z)
#
Model
↕
Precision
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Extra Data
Paper
Date
↕
Code
1
MambaVT-M256
95.2
No
MambaVT: Spatio-Temporal Contextual Modeling for...
2024-08-15
Code
2
TPF
94.3
No
Breaking Shallow Limits: Task-Driven Pixel Fusio...
2025-03-14
-
3
MambaVT-S256
94.1
No
MambaVT: Spatio-Temporal Contextual Modeling for...
2024-08-15
Code
4
MoETrack
93.6
No
Revisiting RGBT Tracking Benchmarks from the Per...
2024-04-30
Code
5
USTrack
93.4
No
Unified Single-Stage Transformer Network for Eff...
2023-08-26
Code
6
MMMP
92.4
No
From Two-Stream to One-Stream: Efficient RGB-T T...
2024-03-25
-
7
CAFormer
91.8
No
Cross-modulated Attention Transformer for RGBT T...
2024-08-05
-
8
AFter
91.6
No
AFter: Attention-based Fusion Router for RGBT Tr...
2024-05-04
Code
9
HMFT
91.2
No
Visible-Thermal UAV Tracking: A Large-Scale Benc...
2022-04-08
Code
10
APFNet
90.5
No
-
-
Code
11
JMMAC
90.2
No
Jointly Modeling Motion and Appearance Cues for ...
2020-07-04
-
12
CMD
89.2
No
-
-
-
13
CAT
88.9
No
Challenge-Aware RGBT Tracking
2020-07-26
-
14
MANet++
88.2
No
RGBT Tracking via Multi-Adapter Network with Hie...
2020-11-14
-
15
DFNet
88.1
No
Dynamic Fusion Network for RGBT Tracking
2021-09-16
-
#1
MambaVT-M256
SOTA
95.2
Precision
· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking
Code
#2
TPF
94.3
Precision
· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#3
MambaVT-S256
94.1
Precision
· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking
Code
#4
MoETrack
SOTA
93.6
Precision
· 2024-04-30
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method
Code
#5
USTrack
SOTA
93.4
Precision
· 2023-08-26
Unified Single-Stage Transformer Network for Efficient RGB-T Tracking
Code
#6
MMMP
92.4
Precision
· 2024-03-25
From Two-Stream to One-Stream: Efficient RGB-T Tracking via Mutual Prompt Learning and Knowledge Distillation
#7
CAFormer
91.8
Precision
· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#8
AFter
91.6
Precision
· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking
Code
#9
HMFT
SOTA
91.2
Precision
· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline
Code
#10
APFNet
90.5
Precision
No paper
Code
#11
JMMAC
SOTA
90.2
Precision
· 2020-07-04
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking
#12
CMD
89.2
Precision
No paper
#13
CAT
88.9
Precision
· 2020-07-26
Challenge-Aware RGBT Tracking
#14
MANet++
88.2
Precision
· 2020-11-14
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss
#15
DFNet
88.1
Precision
· 2021-09-16
Dynamic Fusion Network for RGBT Tracking