Rgb T Tracking On Rgbt234

評価指標

Precision

Success

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Precision	Success	Paper Title	Repository
MFGNet	77.2	51.3	MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking
ProTrack	78.6	58.7	Prompting for Multi-Modal Tracking	-
SeqTrackv2-L256	92.3	68.5	Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
SeqTrackv2-B384	90.0	66.3	Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
TATrack	87.2	64.4	Temporal Adaptive RGBT Tracking with Modality Prompt	-
CSTNet	88.4	65.2	Transformer-based RGB-T Tracking with Channel and Spatial Feature Fusion
DMCNet	83.9	59.3	Duality-Gated Mutual Condition Network for RGBT Tracking	-
APTrack	90.6	67.2	Adaptive Perception for Unified Visual Multi-modal Object Tracking	-
SeqTrackv2-L384	91.3	68.0	Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
MambaVT-S256	88.9	65.8	MambaVT: Spatio-Temporal Contextual Modeling for robust RGB-T Tracking	-
STTrack	89.8	66.7	Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking	-
JMMAC	79.0	57.3	Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking	-
TBSI	87.1	63.7	Bridging Search Region Interaction With Template for RGB-T Tracking
USTrack	87.4	65.8	Unified Single-Stage Transformer Network for Efficient RGB-T Tracking
MPLT	88.4	65.7	RGB-T Tracking via Multi-Modal Mutual Prompt Learning
GMMT	87.9	64.7	Generative-based Fusion Mechanism for Multi-Modal Tracking
SeqTrackv2-B256	88.0	64.7	Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking
CAFormer	88.3	66.4	Cross-modulated Attention Transformer for RGBT Tracking	-
DFNet	78.6	58.7	Dynamic Fusion Network for RGBT Tracking	-
MANet++	80.0	55.4	RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss	-

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