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Multi Object Tracking On Dancetrack

评估指标

AssA
HOTA
IDF1
MOTA

评测结果

各个模型在此基准测试上的表现结果

Paper Title
MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)65.973.778.492.7Multiple Object Tracking as ID Prediction
MOTRv264.473.476.092.1MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
MOTIP (Deformable DETR, with CrowdHuman)62.871.476.391.6Multiple Object Tracking as ID Prediction
MOTIP (DAB-Deformable DETR)60.870.075.191.0Multiple Object Tracking as ID Prediction
CO-MOT58.969.471.991.2Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking
MeMOTR58.468.571.289.9MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
MOTIP (Deformable DETR)57.667.572.290.3Multiple Object Tracking as ID Prediction
MT_IOT52.9566.6670.693.97Multiple Object Tracking Challenge Technical Report for Team MT_IoT
AED54.366.669.792.2Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown
IMM-JHSE55.4166.2471.7289.95One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation
Hybrid-SORT-ReID52.665.767.491.8Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
UCMCTrack-63.665.0-UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
MeMOTR (Deformable DETR)52.363.465.585.4MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
DeepMoveSORT48.663.065.092.6Engineering an Efficient Object Tracker for Non-Linear Motion
Hybrid-SORT47.462.263.091.6Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
C-TWiX47.262.163.691.4Learning Data Association for Multi-Object Tracking using Only Coordinates
CMTrack46.461.863.392.5A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking
Deep OC-SORT45.861.361.592.3Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
C-BIoU45.460.661.691.6Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space
MotionTrack41.758.258.691.3MotionTrack: Learning Motion Predictor for Multiple Object Tracking
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Multi Object Tracking On Dancetrack | SOTA | HyperAI超神经