Multi Object Tracking On Mot20 1

评估指标

IDF1

MOTA

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
BoostTrack++	82	77.7	BoostTrack++: using tracklet information to detect more objects in multiple object tracking
BoostTrack+	81.5	77.2	BoostTrack: boosting the similarity measure and detection confidence for improved multiple object tracking	-
AdapTrack	80.7	75.0	AdapTrack: Adaptive Thresholding-Based Matching For Multi-object Tracking	-
CMTrack	79.9	76.2	A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking	-
Deep OC-SORT	79.2	75.6	Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
BoT-SORT	77.5	77.8	BoT-SORT: Robust Associations Multi-Pedestrian Tracking
SMILEtrack	77.5	78.2	SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking
UCMCTrack	77.4	-	UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
SparseTrack	77.3	78.2	SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth
StrongSORT	77.0	73.8	StrongSORT: Make DeepSORT Great Again
OC-SORT	76.4	75.9	Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
Fast-StrongSORT	75.4	-	When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking
STGT	75.2	77.5	TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking	-
ByteTrack	75.2	77.8	ByteTrack: Multi-Object Tracking by Associating Every Detection Box
IMM-JHSE	74.64	72.82	One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation
SFSORT	73.5	75	SFSORT: Scene Features-based Simple Online Real-Time Tracker
SGT	70.6	72.8	Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker
SimpleTrack	70.2	72.6	SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking
FCG	69.7	68.0	Multiple Object Tracking from appearance by hierarchically clustering tracklets
OUTrack_fm	69.4	68.5	Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation	-

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