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RGBT234
Visual Tracking on RGBT234
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Date (oldest first)
Model name (A→Z)
#
Model
↕
Success
▼
Extra Data
Paper
Date
↕
Code
1
SUTrack-L224
70.8
No
SUTrack: Towards Simple and Unified Single Objec...
2024-12-26
Code
2
FlexTrack
69.9
No
-
-
-
3
SeqTrackv2-L256
68.5
No
Unified Sequence-to-Sequence Learning for Single...
2023-04-27
Code
4
SeqTrackv2-L384
68
No
Unified Sequence-to-Sequence Learning for Single...
2023-04-27
Code
5
MambaVT-M256
67.5
No
MambaVT: Spatio-Temporal Contextual Modeling for...
2024-08-15
Code
6
CKD
67.4
No
Breaking Modality Gap in RGBT Tracking: Coupled ...
2024-10-15
Code
7
AINet-B384
67.3
No
RGBT Tracking via All-layer Multimodal Interacti...
2024-08-16
-
8
PromptTrack
67.2
No
-
-
-
9
APTrack
67.2
No
Adaptive Perception for Unified Visual Multi-mod...
2025-02-10
-
10
TPF
67.1
No
Breaking Shallow Limits: Task-Driven Pixel Fusio...
2025-03-14
-
11
AFter
66.7
No
AFter: Attention-based Fusion Router for RGBT Tr...
2024-05-04
Code
12
STTrack
66.7
No
Exploiting Multimodal Spatial-temporal Patterns ...
2024-12-20
Code
13
CAFormer
66.4
No
Cross-modulated Attention Transformer for RGBT T...
2024-08-05
-
14
SeqTrackv2-B384
66.3
No
Unified Sequence-to-Sequence Learning for Single...
2023-04-27
Code
15
CFBT
65.9
No
Cross Fusion RGB-T Tracking with Bi-directional ...
2024-08-30
-
16
MambaVT-S256
65.8
No
MambaVT: Spatio-Temporal Contextual Modeling for...
2024-08-15
Code
17
USTrack
65.8
No
Unified Single-Stage Transformer Network for Eff...
2023-08-26
Code
18
MPLT
65.7
No
RGB-T Tracking via Multi-Modal Mutual Prompt Lea...
2023-08-31
Code
19
CSTNet
65.2
No
Transformer-based RGB-T Tracking with Channel an...
2024-05-06
Code
20
MoETrack
65.1
No
Revisiting RGBT Tracking Benchmarks from the Per...
2024-04-30
Code
21
MMMP
65.1
No
From Two-Stream to One-Stream: Efficient RGB-T T...
2024-03-25
-
22
SeqTrackv2-B256
64.7
No
Unified Sequence-to-Sequence Learning for Single...
2023-04-27
Code
23
GMMT
64.7
No
Generative-based Fusion Mechanism for Multi-Moda...
2023-09-04
Code
24
TATrack
64.4
No
Temporal Adaptive RGBT Tracking with Modality Pr...
2024-01-02
-
25
OneTracker
64.2
No
OneTracker: Unifying Visual Object Tracking with...
2024-03-14
-
26
BAT
64.1
No
Bi-directional Adapter for Multi-modal Tracking
2023-12-17
Code
27
STMT
63.8
No
Transformer RGBT Tracking with Spatio-Temporal M...
2024-01-03
-
28
TBSI
63.7
No
-
-
Code
29
M3PT
63.4
No
Middle Fusion and Multi-Stage, Multi-Form Prompt...
2024-03-27
-
30
SDSTrack
62.5
No
SDSTrack: Self-Distillation Symmetric Adapter Le...
2024-03-24
Code
31
Un-Track
62.5
No
Single-Model and Any-Modality for Video Object T...
2023-11-27
Code
32
ViPT
61.7
No
Visual Prompt Multi-Modal Tracking
2023-03-20
Code
33
DMCNet
59.3
No
Duality-Gated Mutual Condition Network for RGBT ...
2020-11-14
-
34
ProTrack
58.7
No
Prompting for Multi-Modal Tracking
2022-07-29
-
35
DFNet
58.7
No
Dynamic Fusion Network for RGBT Tracking
2021-09-16
-
36
CMD
58.4
No
-
-
-
37
APFNet
57.9
No
-
-
Code
38
CMPP
57.5
No
-
-
-
39
JMMAC
57.3
No
Jointly Modeling Motion and Appearance Cues for ...
2020-07-04
-
40
HMFT
56.8
No
Visible-Thermal UAV Tracking: A Large-Scale Benc...
2022-04-08
Code
41
MANet++
55.4
No
RGBT Tracking via Multi-Adapter Network with Hie...
2020-11-14
-
42
MFGNet
51.3
No
MFGNet: Dynamic Modality-Aware Filter Generation...
2021-07-22
Code
#1
SUTrack-L224
SOTA
70.8
Success
· 2024-12-26
SUTrack: Towards Simple and Unified Single Object Tracking
Code
#2
FlexTrack
69.9
Success
No paper
#3
SeqTrackv2-L256
SOTA
68.5
Success
· 2023-04-27
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
Code
#4
SeqTrackv2-L384
68
Success
· 2023-04-27
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
Code
#5
MambaVT-M256
67.5
Success
· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking
Code
#6
CKD
67.4
Success
· 2024-10-15
Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation
Code
#7
AINet-B384
67.3
Success
· 2024-08-16
RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba
#8
PromptTrack
67.2
Success
No paper
#9
APTrack
67.2
Success
· 2025-02-10
Adaptive Perception for Unified Visual Multi-modal Object Tracking
#10
TPF
67.1
Success
· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#11
AFter
66.7
Success
· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking
Code
#12
STTrack
66.7
Success
· 2024-12-20
Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking
Code
#13
CAFormer
66.4
Success
· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#14
SeqTrackv2-B384
66.3
Success
· 2023-04-27
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
Code
#15
CFBT
65.9
Success
· 2024-08-30
Cross Fusion RGB-T Tracking with Bi-directional Adapter
#16
MambaVT-S256
65.8
Success
· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking
Code
#17
USTrack
65.8
Success
· 2023-08-26
Unified Single-Stage Transformer Network for Efficient RGB-T Tracking
Code
#18
MPLT
65.7
Success
· 2023-08-31
RGB-T Tracking via Multi-Modal Mutual Prompt Learning
Code
#19
CSTNet
65.2
Success
· 2024-05-06
Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion
Code
#20
MoETrack
65.1
Success
· 2024-04-30
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method
Code
#21
MMMP
65.1
Success
· 2024-03-25
From Two-Stream to One-Stream: Efficient RGB-T Tracking via Mutual Prompt Learning and Knowledge Distillation
#22
SeqTrackv2-B256
64.7
Success
· 2023-04-27
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
Code
#23
GMMT
64.7
Success
· 2023-09-04
Generative-based Fusion Mechanism for Multi-Modal Tracking
Code
#24
TATrack
64.4
Success
· 2024-01-02
Temporal Adaptive RGBT Tracking with Modality Prompt
#25
OneTracker
64.2
Success
· 2024-03-14
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
#26
BAT
64.1
Success
· 2023-12-17
Bi-directional Adapter for Multi-modal Tracking
Code
#27
STMT
63.8
Success
· 2024-01-03
Transformer RGBT Tracking with Spatio-Temporal Multimodal Tokens
#28
TBSI
63.7
Success
No paper
Code
#29
M3PT
63.4
Success
· 2024-03-27
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking
#30
SDSTrack
62.5
Success
· 2024-03-24
SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking
Code
#31
Un-Track
62.5
Success
· 2023-11-27
Single-Model and Any-Modality for Video Object Tracking
Code
#32
ViPT
SOTA
61.7
Success
· 2023-03-20
Visual Prompt Multi-Modal Tracking
Code
#33
DMCNet
SOTA
59.3
Success
· 2020-11-14
Duality-Gated Mutual Condition Network for RGBT Tracking
#34
ProTrack
58.7
Success
· 2022-07-29
Prompting for Multi-Modal Tracking
#35
DFNet
58.7
Success
· 2021-09-16
Dynamic Fusion Network for RGBT Tracking
#36
CMD
58.4
Success
No paper
#37
APFNet
57.9
Success
No paper
Code
#38
CMPP
57.5
Success
No paper
#39
JMMAC
SOTA
57.3
Success
· 2020-07-04
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking
#40
HMFT
56.8
Success
· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline
Code
#41
MANet++
55.4
Success
· 2020-11-14
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss
#42
MFGNet
51.3
Success
· 2021-07-22
MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking
Code