Visual Tracking on GTOT

Metric: Success (higher is better)

LeaderboardDataset

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#	Model↕	Success▼	Extra Data	Paper	Date↕	Code
1	MambaVT-M256	78.6	No	MambaVT: Spatio-Temporal Contextual Modeling for...	2024-08-15	Code
2	AFter	78.5	No	AFter: Attention-based Fusion Router for RGBT Tr...	2024-05-04	Code
3	MoETrack	78.4	No	Revisiting RGBT Tracking Benchmarks from the Per...	2024-04-30	Code
4	USTrack	78.3	No	Unified Single-Stage Transformer Network for Eff...	2023-08-26	Code
5	MMMP	77.3	No	From Two-Stream to One-Stream: Efficient RGB-T T...	2024-03-25	-
6	CAFormer	76.9	No	Cross-modulated Attention Transformer for RGBT T...	2024-08-05	-
7	TPF	76.3	No	Breaking Shallow Limits: Task-Driven Pixel Fusio...	2025-03-14	-
8	MambaVT-S256	75.3	No	MambaVT: Spatio-Temporal Contextual Modeling for...	2024-08-15	Code
9	HMFT	74.9	No	Visible-Thermal UAV Tracking: A Large-Scale Benc...	2022-04-08	Code
10	APFNet	73.7	No	-	-	Code
11	CMD	73.4	No	-	-	-
12	JMMAC	73.2	No	Jointly Modeling Motion and Appearance Cues for ...	2020-07-04	-
13	DFNet	71.9	No	Dynamic Fusion Network for RGBT Tracking	2021-09-16	-
14	CAT	71.7	No	Challenge-Aware RGBT Tracking	2020-07-26	-
15	MANet++	70.7	No	RGBT Tracking via Multi-Adapter Network with Hie...	2020-11-14	-

#1MambaVT-M256SOTA
78.6
Success· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#2AFterSOTA
78.5
Success· 2024-05-04
AFter: Attention-based Fusion Router for RGBT Tracking Code
#3MoETrackSOTA
78.4
Success· 2024-04-30
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method Code
#4USTrackSOTA
78.3
Success· 2023-08-26
Unified Single-Stage Transformer Network for Efficient RGB-T Tracking Code
#5MMMP
77.3
Success· 2024-03-25
From Two-Stream to One-Stream: Efficient RGB-T Tracking via Mutual Prompt Learning and Knowledge Distillation
#6CAFormer
76.9
Success· 2024-08-05
Cross-modulated Attention Transformer for RGBT Tracking
#7TPF
76.3
Success· 2025-03-14
Breaking Shallow Limits: Task-Driven Pixel Fusion for Gap-free RGBT Tracking
#8MambaVT-S256
75.3
Success· 2024-08-15
MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking Code
#9HMFTSOTA
74.9
Success· 2022-04-08
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline Code
#10APFNet
73.7
Success
No paperCode
#11CMD
73.4
Success
No paper
#12JMMACSOTA
73.2
Success· 2020-07-04
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking
#13DFNet
71.9
Success· 2021-09-16
Dynamic Fusion Network for RGBT Tracking
#14CAT
71.7
Success· 2020-07-26
Challenge-Aware RGBT Tracking
#15MANet++
70.7
Success· 2020-11-14
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss