Visual Object Tracking On Got 10K

Métriques

Average Overlap

Success Rate 0.5

Success Rate 0.75

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Average Overlap	Success Rate 0.5	Success Rate 0.75	Paper Title	Repository
SLT-TransT	67.5	76.8	60.3	Towards Sequence-Level Training for Visual Tracking	-
OSTrack-384	73.7	83.2	70.8	Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework	-
MCITrack-B224	77.9	88.2	76.8	Exploring Enhanced Contextual Information for Video-Level Object Tracking	-
MCITrack-L384	80.0	88.5	80.2	Exploring Enhanced Contextual Information for Video-Level Object Tracking	-
DiMP	61.1	71.7	-	Learning Discriminative Model Prediction for Tracking	-
SeqTrack-L384	74.8	81.9	72.2	Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking	-
Siam R-CNN	64.9	72.8	-	Siam R-CNN: Visual Tracking by Re-Detection	-
MITS	80.4	89.8	75.8	Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation	-
STMTrack	64.2	73.7	57.5	STMTrack: Template-free Visual Tracking with Space-time Memory Networks	-
ATOM	61.0	74.2	-	ATOM: Accurate Tracking by Overlap Maximization	-
ARTrackV2-L	79.5	87.8	79.6	ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe	-
TRASFUST	61.7	72.9	-	Tracking-by-Trackers with a Distilled and Reinforced Model	-
NeighborTrack-OSTrack	75.7	85.72	73.3	NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets	-
ARTrack-L	78.5	87.4	77.8	Autoregressive Visual Tracking
FEAR-M	62.3	-	-	FEAR: Fast, Efficient, Accurate and Robust Visual Tracker	-
SAMURAI-L	81.7	92.2	76.9	SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory	-
TATrack-L-GOT	76.6	85.7	73.4	Target-Aware Tracking with Long-term Context Attention	-
Ocean	61.1	72.1	-	Ocean: Object-aware Anchor-free Tracking	-
MixFormer-1k	71.2	79.9	65.8	MixFormer: End-to-End Tracking with Iterative Mixed Attention	-
FEAR-L	64.5	-	-	FEAR: Fast, Efficient, Accurate and Robust Visual Tracker	-

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