Visual Tracking on RGBT210

Metric: Precision (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Precision▼	Extra Data	Paper	Date↕	Code
1	PromptTrack	90.6	No	-	-	-
2	MambaVT-M256	88.5	No	MambaVT: Spatio-Temporal Contextual Modeling for...	2024-08-15	Code
3	CKD	88.4	No	Breaking Modality Gap in RGBT Tracking: Coupled ...	2024-10-15	Code
4	TPF	88	No	Breaking Shallow Limits: Task-Driven Pixel Fusio...	2025-03-14	-
5	MambaVT-S256	88	No	MambaVT: Spatio-Temporal Contextual Modeling for...	2024-08-15	Code
6	CFBT	87.7	No	Cross Fusion RGB-T Tracking with Bi-directional ...	2024-08-30	-
7	AFter	87.6	No	AFter: Attention-based Fusion Router for RGBT Tr...	2024-05-04	Code
8	AINet-B384	87.5	No	RGBT Tracking via All-layer Multimodal Interacti...	2024-08-16	-
9	MPLT	86.2	No	RGB-T Tracking via Multi-Modal Mutual Prompt Lea...	2023-08-31	Code
10	CSTNet	86	No	Transformer-based RGB-T Tracking with Channel an...	2024-05-06	Code
11	CAFormer	85.6	No	Cross-modulated Attention Transformer for RGBT T...	2024-08-05	-
12	TBSI	85.3	No	-	-	Code
13	TATrack	85.3	No	Temporal Adaptive RGBT Tracking with Modality Pr...	2024-01-02	-
14	M3PT	83.9	No	Middle Fusion and Multi-Stage, Multi-Form Prompt...	2024-03-27	-
15	STMT	83	No	Transformer RGBT Tracking with Spatio-Temporal M...	2024-01-03	-
16	APFNet	79.9	No	-	-	Code
17	CAT	79.2	No	Challenge-Aware RGBT Tracking	2020-07-26	-
18	mfDiMP	78.6	No	Multi-Modal Fusion for End-to-End RGB-T Tracking	2019-08-30	Code
19	HMFT	78.6	No	Visible-Thermal UAV Tracking: A Large-Scale Benc...	2022-04-08	Code

#1PromptTrack
90.6
Precision
No paper
#2MambaVT-M256SOTA
88.5
Precision· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#3CKD
88.4
Precision· 2024-10-15
Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation Code
#4TPF
88
Precision· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#5MambaVT-S256
88
Precision· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#6CFBT
87.7
Precision· 2024-08-30
Cross Fusion RGB-T Tracking with Bi-directional Adapter
#7AFterSOTA
87.6
Precision· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking Code
#8AINet-B384
87.5
Precision· 2024-08-16
RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba
#9MPLTSOTA
86.2
Precision· 2023-08-31
RGB-T Tracking via Multi-Modal Mutual Prompt Learning Code
#10CSTNet
86
Precision· 2024-05-06
Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion Code
#11CAFormer
85.6
Precision· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#12TBSI
85.3
Precision
No paperCode
#13TATrack
85.3
Precision· 2024-01-02
Temporal Adaptive RGBT Tracking with Modality Prompt
#14M3PT
83.9
Precision· 2024-03-27
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking
#15STMT
83
Precision· 2024-01-03
Transformer RGBT Tracking with Spatio-Temporal Multimodal Tokens
#16APFNet
79.9
Precision
No paperCode
#17CATSOTA
79.2
Precision· 2020-07-26
Challenge-Aware RGBT Tracking
#18mfDiMPSOTA
78.6
Precision· 2019-08-30
Multi-Modal Fusion for End-to-End RGB-T Tracking Code
#19HMFT
78.6
Precision· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline Code