Visual Tracking on GTOT

Metric: Precision (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Precision▼	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	-

#1MambaVT-M256SOTA
95.2
Precision· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#2TPF
94.3
Precision· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#3MambaVT-S256
94.1
Precision· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#4MoETrackSOTA
93.6
Precision· 2024-04-30
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method Code
#5USTrackSOTA
93.4
Precision· 2023-08-26
Unified Single-Stage Transformer Network for Efficient RGB-T Tracking Code
#6MMMP
92.4
Precision· 2024-03-25
From Two-Stream to One-Stream: Efficient RGB-T Tracking via Mutual Prompt Learning and Knowledge Distillation
#7CAFormer
91.8
Precision· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#8AFter
91.6
Precision· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking Code
#9HMFTSOTA
91.2
Precision· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline Code
#10APFNet
90.5
Precision
No paperCode
#11JMMACSOTA
90.2
Precision· 2020-07-04
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking
#12CMD
89.2
Precision
No paper
#13CAT
88.9
Precision· 2020-07-26
Challenge-Aware RGBT Tracking
#14MANet++
88.2
Precision· 2020-11-14
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss
#15DFNet
88.1
Precision· 2021-09-16
Dynamic Fusion Network for RGBT Tracking