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Multi-Object Tracking 벤치마크

Multi-Object Tracking on Wildtrack

19개 결과 · ⬇ CSV · JSON

IDF1

72.5 78.35 84.2 90.05 95.9 2020-01 2026-11 GLMB-YOLOv3 — 74.3 (2020-01-13) GLMB-DO — 72.5 (2020-01-13) GLMB-YOLOv3 — 74.3 (2020-01-13) GLMB-DO — 72.5 (2020-01-13) DMCT Stack — 81.9 (2020-03-26) DMCT — 77.8 (2020-03-26) DMCT Stack — 81.9 (2020-03-26) DMCT — 77.8 (2020-03-26) MVFlow — 93.5 (2022-10-19) MVFlow — 93.5 (2022-10-19) ReST — 86.7 (2023-08-25) ReST — 86.7 (2023-08-25) EarlyBird — 92.3 (2023-10-20) EarlyBird — 92.3 (2023-10-20) TrackTacular (Bilinear Sampling) — 95.3 (2024-03-19) TrackTacular (Bilinear Sampling) — 95.3 (2024-03-19) MCBLT — 95.6 (2024-12-01) MCBLT — 95.6 (2024-12-01) SCFusion — 95.9 (2025-09-10) GLMB-YOLOv3 — 74.3 (2020-01-13) DMCT Stack — 81.9 (2020-03-26) MVFlow — 93.5 (2022-10-19) TrackTacular (Bilinear Sampling) — 95.3 (2024-03-19) MCBLT — 95.6 (2024-12-01) SCFusion — 95.9 (2025-09-10)
RankModel IDF1MOTA PaperCodeYear
1 SCFusion 자동 추출 95.9– Sparse BEV Fusion with Self-View Consistency for Multi-View Detection and Tracking 2025
2 MCBLT 95.692.6 MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos 2024
3 TrackTacular (Bilinear Sampling) 95.391.8 Lifting Multi-View Detection and Tracking to the Bird's Eye View tteepe/tracktacular 2024
4 MVFlow 93.591.3 Multi-view Tracking Using Weakly Supervised Human Motion Prediction cvlab-epfl/mvflow 2022
5 EarlyBird 92.389.5 EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View tteepe/EarlyBird 2023
6 ReST 86.784.9 ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking chengche6230/rest 2023
7 DMCT Stack 81.974.6 Real-time 3D Deep Multi-Camera Tracking 2020
8 DMCT 77.872.8 Real-time 3D Deep Multi-Camera Tracking 2020
9 GLMB-YOLOv3 74.369.7 A Bayesian Filter for Multi-view 3D Multi-object Tracking with Occlusion Handling 2020
10 GLMB-DO 72.570.1 A Bayesian Filter for Multi-view 3D Multi-object Tracking with Occlusion Handling 2020
11 MCBLT 95.692.6 MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos 2024
12 TrackTacular (Bilinear Sampling) 95.391.8 Lifting Multi-View Detection and Tracking to the Bird's Eye View tteepe/tracktacular 2024
13 MVFlow 93.591.3 Multi-view Tracking Using Weakly Supervised Human Motion Prediction cvlab-epfl/mvflow 2022
14 EarlyBird 92.389.5 EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View tteepe/EarlyBird 2023
15 ReST 86.784.9 ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking chengche6230/rest 2023
16 DMCT Stack 81.974.6 Real-time 3D Deep Multi-Camera Tracking 2020
17 DMCT 77.872.8 Real-time 3D Deep Multi-Camera Tracking 2020
18 GLMB-YOLOv3 74.369.7 A Bayesian Filter for Multi-view 3D Multi-object Tracking with Occlusion Handling 2020
19 GLMB-DO 72.570.1 A Bayesian Filter for Multi-view 3D Multi-object Tracking with Occlusion Handling 2020
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