Papers with Code · CC BY-SA 4.0

DanceTrack

아카이브 평가 37건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
SAM2MOT	HOTA 75.9 DetA 79.9 AssA 72.3 MOTA 88.9 IDF1 84.4	SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation 2025-04-06	코드 1
MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)	HOTA 73.7 DetA 82.6 AssA 65.9 MOTA 92.7 IDF1 78.4	Multiple Object Tracking as ID Prediction 2024-03-25	코드 1
MOTRv2	HOTA 73.4 DetA 83.7 AssA 64.4 MOTA 92.1 IDF1 76.0	MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors 2022-11-17	코드 1 · 코드 2 · 코드 3 · 코드 4
MOTIP (Deformable DETR, with CrowdHuman)	HOTA 71.4 DetA 81.3 AssA 62.8 MOTA 91.6 IDF1 76.3	Multiple Object Tracking as ID Prediction 2024-03-25	코드 1
MOTIP (DAB-Deformable DETR)	HOTA 70.0 DetA 80.8 AssA 60.8 MOTA 91.0 IDF1 75.1	Multiple Object Tracking as ID Prediction 2024-03-25	코드 1
CO-MOT	HOTA 69.4 DetA 82.1 AssA 58.9 MOTA 91.2 IDF1 71.9	Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking 2023-05-22	코드 1 · 코드 2
CAMELTrack (fully online)	HOTA 69.3	CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking 2025-05-02	코드 1
MeMOTR	HOTA 68.5 DetA 80.5 AssA 58.4 MOTA 89.9 IDF1 71.2	MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking 2023-07-28	코드 1
MOTIP (Deformable DETR)	HOTA 67.5 DetA 79.4 AssA 57.6 MOTA 90.3 IDF1 72.2	Multiple Object Tracking as ID Prediction 2024-03-25	코드 1
MT_IOT	HOTA 66.66 DetA 84.14 AssA 52.95 MOTA 93.97 IDF1 70.6	Multiple Object Tracking Challenge Technical Report for Team MT_IoT 2022-12-07	코드 1
AED	HOTA 66.6 DetA 82.0 AssA 54.3 MOTA 92.2 IDF1 69.7	Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown 2024-09-14	코드 1
TrackTrack	HOTA 66.5 AssA 52.9 MOTA 93.6 IDF1 67.8	Focusing on Tracks for Online Multi-Object Tracking 2025-06-15	코드 1
IMM-JHSE	HOTA 66.24 AssA 55.41 MOTA 89.95 IDF1 71.72	One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation 2024-09-04	코드 1
Hybrid-SORT-ReID	HOTA 65.7 DetA 82.2 AssA 52.6 MOTA 91.8 IDF1 67.4	Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking 2023-08-01	코드 1 · 코드 2
UCMCTrack	HOTA 63.6 IDF1 65.0	UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation 2023-12-14	코드 1
MeMOTR (Deformable DETR)	HOTA 63.4 DetA 77.0 AssA 52.3 MOTA 85.4 IDF1 65.5	MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking 2023-07-28	코드 1
DeepMoveSORT	HOTA 63.0 DetA 82.0 AssA 48.6 MOTA 92.6 IDF1 65.0	Engineering an Efficient Object Tracker for Non-Linear Motion 2024-06-30	연결 없음
Hybrid-SORT	HOTA 62.2 DetA 81.9 AssA 47.4 MOTA 91.6 IDF1 63.0	Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking 2023-08-01	코드 1 · 코드 2
C-TWiX	HOTA 62.1 DetA 81.8 AssA 47.2 MOTA 91.4 IDF1 63.6	Learning Data Association for Multi-Object Tracking using Only Coordinates 2024-03-12	코드 1
CMTrack	HOTA 61.8 AssA 46.4 MOTA 92.5 IDF1 63.3	A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking 2024-09-27	코드 1
Deep OC-SORT	HOTA 61.3 DetA 82.2 AssA 45.8 MOTA 92.3 IDF1 61.5	Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification 2023-02-23	코드 1 · 코드 2 · 코드 3
C-BIoU	HOTA 60.6 DetA 81.3 AssA 45.4 MOTA 91.6 IDF1 61.6	Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space 2022-11-24	코드 1
MotionTrack	HOTA 58.2 DetA 81.4 AssA 41.7 MOTA 91.3 IDF1 58.6	MotionTrack: Learning Motion Predictor for Multiple Object Tracking 2023-06-05	연결 없음
ETTrack	HOTA 56.4 DetA 81.7 AssA 39.1 MOTA 92.2 IDF1 57.5	ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking 2024-05-24	연결 없음
MoveSORT	HOTA 56.1 DetA 81.6 AssA 38.7 MOTA 91.8 IDF1 56.0	Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking 2024-02-15	코드 1
MambaMOT	HOTA 56.1 DetA 80.8 AssA 39.0 MOTA 90.3 IDF1 54.9	MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking 2024-03-16	연결 없음
Fast-StrongSORT	HOTA 55.9 AssA 38.8 IDF1 54.6	When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking 2024-09-10	코드 1 · 코드 2
SparseTrack	HOTA 55.7 DetA 79.2 AssA 39.3 MOTA 91.3 IDF1 58.1	SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth 2023-06-08	코드 1 · 코드 2
OC-SORT	HOTA 55.1 AssA 38.0 MOTA 89.4 IDF1 54.2	Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking 2022-03-27	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7
MOTR	HOTA 54.2 DetA 73.5 AssA 40.2 MOTA 79.7 IDF1 51.5	MOTR: End-to-End Multiple-Object Tracking with Transformer 2021-05-07	코드 1 · 코드 2