Multi Object Tracking On Dancetrack

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AssA

HOTA

IDF1

MOTA

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이 벤치마크에서 각 모델의 성능 결과

					Paper Title
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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