Multi Object Tracking On Dancetrack

Metrics

AssA

HOTA

IDF1

MOTA

Results

Performance results of various models on this benchmark

					Paper Title	Repository
MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)	65.9	73.7	78.4	92.7	Multiple Object Tracking as ID Prediction
MOTRv2	64.4	73.4	76.0	92.1	MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
MOTIP (Deformable DETR, with CrowdHuman)	62.8	71.4	76.3	91.6	Multiple Object Tracking as ID Prediction
MOTIP (DAB-Deformable DETR)	60.8	70.0	75.1	91.0	Multiple Object Tracking as ID Prediction
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
MeMOTR	58.4	68.5	71.2	89.9	MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
MOTIP (Deformable DETR)	57.6	67.5	72.2	90.3	Multiple Object Tracking as ID Prediction
MT_IOT	52.95	66.66	70.6	93.97	Multiple Object Tracking Challenge Technical Report for Team MT_IoT
AED	54.3	66.6	69.7	92.2	Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown
IMM-JHSE	55.41	66.24	71.72	89.95	One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation
Hybrid-SORT-ReID	52.6	65.7	67.4	91.8	Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
UCMCTrack	-	63.6	65.0	-	UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
MeMOTR (Deformable DETR)	52.3	63.4	65.5	85.4	MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
DeepMoveSORT	48.6	63.0	65.0	92.6	Engineering an Efficient Object Tracker for Non-Linear Motion	-
Hybrid-SORT	47.4	62.2	63.0	91.6	Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
C-TWiX	47.2	62.1	63.6	91.4	Learning Data Association for Multi-Object Tracking using Only Coordinates
CMTrack	46.4	61.8	63.3	92.5	A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking	-
Deep OC-SORT	45.8	61.3	61.5	92.3	Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
C-BIoU	45.4	60.6	61.6	91.6	Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space
MotionTrack	41.7	58.2	58.6	91.3	MotionTrack: Learning Motion Predictor for Multiple Object Tracking	-

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Multi Object Tracking On Dancetrack

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Results