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SOTA
시각 객체 추적
Visual Object Tracking On Didi
Visual Object Tracking On Didi
평가 지표
Tracking quality
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
Tracking quality
Paper Title
DAM4SAM
0.694
A Distractor-Aware Memory for Visual Object Tracking with SAM2
SAMURAI
0.680
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory
SAM2.1
0.649
SAM 2: Segment Anything in Images and Videos
SAM2.1Long
0.646
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
ODTrack
0.608
ODTrack: Online Dense Temporal Token Learning for Visual Tracking
Cutie
0.575
Putting the Object Back into Video Object Segmentation
AOT
0.541
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection
AQATrack
0.535
Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers
SeqTrack
0.529
-
KeepTrack
0.502
Learning Target Candidate Association to Keep Track of What Not to Track
TransT
0.465
Transformer Tracking
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