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Multi Object Tracking On Mot20 1

Métriques

IDF1
MOTA

Résultats

Résultats de performance de divers modèles sur ce benchmark

Paper Title
BoostTrack++8277.7BoostTrack++: using tracklet information to detect more objects in multiple object tracking
BoostTrack+81.577.2BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking
AdapTrack80.775.0AdapTrack: Adaptive Thresholding-Based Matching For Multi-object Tracking
CMTrack79.976.2A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking
Deep OC-SORT79.275.6Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
BoT-SORT77.577.8BoT-SORT: Robust Associations Multi-Pedestrian Tracking
SMILEtrack77.578.2SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking
UCMCTrack77.4-UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
SparseTrack77.378.2SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth
StrongSORT77.073.8StrongSORT: Make DeepSORT Great Again
OC-SORT76.475.9Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
Fast-StrongSORT75.4-When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking
STGT75.277.5TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking
ByteTrack75.277.8ByteTrack: Multi-Object Tracking by Associating Every Detection Box
IMM-JHSE74.6472.82One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation
SFSORT73.575SFSORT: Scene Features-based Simple Online Real-Time Tracker
SGT70.672.8Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker
SimpleTrack70.272.6SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking
FCG69.768.0Multiple Object Tracking from appearance by hierarchically clustering tracklets
OUTrack_fm69.468.5Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation
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Multi Object Tracking On Mot20 1 | SOTA | HyperAI