Multi Object Tracking On Dancetrack

Métriques

AssA

HOTA

IDF1

MOTA

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	AssA	HOTA	IDF1	MOTA	Paper Title	Repository
OC-SORT	38.0	55.1	54.2	89.4	Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking	-
MOTIP (DAB-Deformable DETR)	60.8	70.0	75.1	91.0	Multiple Object Tracking as ID Prediction	-
FairMOT	23.8	39.7	40.8	82.2	FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking	-
MoveSORT	38.7	56.1	56.0	91.8	Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking	-
C-TWiX	47.2	62.1	63.6	91.4	Learning Data Association for Multi-Object Tracking using Only Coordinates	-
MOTRv2	64.4	73.4	76.0	92.1	MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors	-
FCG	29.9	48.7	46.5	89.9	Multiple Object Tracking from appearance by hierarchically clustering tracklets	-
Hybrid-SORT	47.4	62.2	63.0	91.6	Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking	-
CO-MOT	58.9	69.4	71.9	91.2	Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking	-
MotionTrack	41.7	58.2	58.6	91.3	MotionTrack: Learning Motion Predictor for Multiple Object Tracking	-
ByteTrack	31.5	47.1	51.9	88.2	ByteTrack: Multi-Object Tracking by Associating Every Detection Box	-
TransTrack	27.5	45.7	44.8	83.0	TransTrack: Multiple Object Tracking with Transformer	-
MeMOTR (Deformable DETR)	52.3	63.4	65.5	85.4	MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking	-
MOTIP (Deformable DETR, with CrowdHuman)	62.8	71.4	76.3	91.6	Multiple Object Tracking as ID Prediction	-
UCMCTrack	-	63.6	65.0	-	UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation	-
MeMOTR	58.4	68.5	71.2	89.9	MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking	-
MambaMOT	39.0	56.1	54.9	90.3	MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking	-
CenterTrack	22.6	41.8	35.7	86.8	Tracking Objects as Points	-
DeepMoveSORT	48.6	63.0	65.0	92.6	Engineering an Efficient Object Tracker for Non-Linear Motion	-
Deep OC-SORT	45.8	61.3	61.5	92.3	Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification	-

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