Visual Object Tracking On Got 10K

Metriken

Average Overlap

Success Rate 0.5

Success Rate 0.75

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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