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RGBT210
Visual Tracking on RGBT210
Metric: Success (higher is better)
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Model name (A→Z)
#
Model
↕
Success
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Extra Data
Paper
Date
↕
Code
1
PromptTrack
66.1
No
-
-
-
2
CKD
65.2
No
Breaking Modality Gap in RGBT Tracking: Coupled ...
2024-10-15
Code
3
AINet-B384
64.8
No
RGBT Tracking via All-layer Multimodal Interacti...
2024-08-16
-
4
MambaVT-M256
64.4
No
MambaVT: Spatio-Temporal Contextual Modeling for...
2024-08-15
Code
5
TPF
63.8
No
Breaking Shallow Limits: Task-Driven Pixel Fusio...
2025-03-14
-
6
MambaVT-S256
63.7
No
MambaVT: Spatio-Temporal Contextual Modeling for...
2024-08-15
Code
7
AFter
63.5
No
AFter: Attention-based Fusion Router for RGBT Tr...
2024-05-04
Code
8
CSTNet
63.5
No
Transformer-based RGB-T Tracking with Channel an...
2024-05-06
Code
9
CAFormer
63.2
No
Cross-modulated Attention Transformer for RGBT T...
2024-08-05
-
10
CFBT
63
No
Cross Fusion RGB-T Tracking with Bi-directional ...
2024-08-30
-
11
MPLT
63
No
RGB-T Tracking via Multi-Modal Mutual Prompt Lea...
2023-08-31
Code
12
TBSI
62.5
No
-
-
Code
13
TATrack
61.8
No
Temporal Adaptive RGBT Tracking with Modality Pr...
2024-01-02
-
14
M3PT
60.8
No
Middle Fusion and Multi-Stage, Multi-Form Prompt...
2024-03-27
-
15
STMT
59.5
No
Transformer RGBT Tracking with Spatio-Temporal M...
2024-01-03
-
16
mfDiMP
55.5
No
Multi-Modal Fusion for End-to-End RGB-T Tracking
2019-08-30
Code
17
APFNet
54.9
No
-
-
Code
18
HMFT
53.5
No
Visible-Thermal UAV Tracking: A Large-Scale Benc...
2022-04-08
Code
19
CAT
53.3
No
Challenge-Aware RGBT Tracking
2020-07-26
-
#1
PromptTrack
66.1
Success
No paper
#2
CKD
SOTA
65.2
Success
· 2024-10-15
Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation
Code
#3
AINet-B384
SOTA
64.8
Success
· 2024-08-16
RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba
#4
MambaVT-M256
SOTA
64.4
Success
· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking
Code
#5
TPF
63.8
Success
· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#6
MambaVT-S256
63.7
Success
· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking
Code
#7
AFter
SOTA
63.5
Success
· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking
Code
#8
CSTNet
63.5
Success
· 2024-05-06
Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion
Code
#9
CAFormer
63.2
Success
· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#10
CFBT
63
Success
· 2024-08-30
Cross Fusion RGB-T Tracking with Bi-directional Adapter
#11
MPLT
SOTA
63
Success
· 2023-08-31
RGB-T Tracking via Multi-Modal Mutual Prompt Learning
Code
#12
TBSI
62.5
Success
No paper
Code
#13
TATrack
61.8
Success
· 2024-01-02
Temporal Adaptive RGBT Tracking with Modality Prompt
#14
M3PT
60.8
Success
· 2024-03-27
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking
#15
STMT
59.5
Success
· 2024-01-03
Transformer RGBT Tracking with Spatio-Temporal Multimodal Tokens
#16
mfDiMP
SOTA
55.5
Success
· 2019-08-30
Multi-Modal Fusion for End-to-End RGB-T Tracking
Code
#17
APFNet
54.9
Success
No paper
Code
#18
HMFT
53.5
Success
· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline
Code
#19
CAT
53.3
Success
· 2020-07-26
Challenge-Aware RGBT Tracking