Visual Tracking on RGBT210

Metric: Success (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Success▼	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	-

#1PromptTrack
66.1
Success
No paper
#2CKDSOTA
65.2
Success· 2024-10-15
Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation Code
#3AINet-B384SOTA
64.8
Success· 2024-08-16
RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba
#4MambaVT-M256SOTA
64.4
Success· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#5TPF
63.8
Success· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#6MambaVT-S256
63.7
Success· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#7AFterSOTA
63.5
Success· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking Code
#8CSTNet
63.5
Success· 2024-05-06
Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion Code
#9CAFormer
63.2
Success· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#10CFBT
63
Success· 2024-08-30
Cross Fusion RGB-T Tracking with Bi-directional Adapter
#11MPLTSOTA
63
Success· 2023-08-31
RGB-T Tracking via Multi-Modal Mutual Prompt Learning Code
#12TBSI
62.5
Success
No paperCode
#13TATrack
61.8
Success· 2024-01-02
Temporal Adaptive RGBT Tracking with Modality Prompt
#14M3PT
60.8
Success· 2024-03-27
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking
#15STMT
59.5
Success· 2024-01-03
Transformer RGBT Tracking with Spatio-Temporal Multimodal Tokens
#16mfDiMPSOTA
55.5
Success· 2019-08-30
Multi-Modal Fusion for End-to-End RGB-T Tracking Code
#17APFNet
54.9
Success
No paperCode
#18HMFT
53.5
Success· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline Code
#19CAT
53.3
Success· 2020-07-26
Challenge-Aware RGBT Tracking